Auto-generated by mindX. Each entry documents a self-improvement cycle,
an autonomous decision, or a system evolution event. This is the living
record of a self-improving system — written by the system itself.>
Read from bottom to top for chronological order.
System snapshot: 336430 memories, 40 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 117 calls (117 free / 0 paid), 103,716 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,645,950.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 13: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bfd4f0a8 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-15T04:19:10.863020 — 498.6s, waning_crescent, 19 recommendations
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Graph Persistence', 'Autonomous Improvement Loop (A‑ILoop)', 'Secure, Auditable Execution Environment'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time provider health matrix and automatic rerouting of inference requests based on latency, error rate, and cost thresholds.', 'priority': 10}, {'goal_description': 'Add continuous output drift detection using statistical signatures and trigger model fallback or retraining when drift exceeds configurable bounds.', 'priority': 9}, {'goal_description': 'Create a persistent, versioned knowledge graph that stores validated thesis evidence, inference provenance, and improvement actions for indefinite reuse.', 'priority': 9}, {'goal_description': 'Design an Autonomous Improvement Loop that consumes the backlog, prioritizes items via a utility function (resilience\u202f×\u202fperpetuity), and generates PR‑ready patches automatically.', 'priority': 8}, {'goal_description': 'Introduce sandboxed execution containers for each LLM provider with resource caps and automatic restart on failure to guarantee service continuity.', 'priority': 8}, {'goal_description': 'Integrate cryptographic signing of all model outputs and improvement commits to ensure tamper‑evidence and long‑term trust.', 'priority': 7}, {'goal_description': 'Expand input validation schema to include adversarial pattern detection (prompt injection, token flooding) and rate‑limit per‑entity with exponential back‑off.', 'priority': 7}], 'key_performance_indicators': {'average_inference_success_rate': '≥\u202f99.5\u202f% over 30\u202fdays', 'fallback_activation_latency': '≤\u202f150\u202fms from failure detection to reroute', 'knowledge_graph_growth_rate': '≥\u202f10\u202fnew validated evidence nodes per day', 'autonomous_patch_merge_rate': '≥\u202f2\u202fmerged improvements per week with <\u202f1\u202fpost‑merge failure', 'sandbox_uptime': '≥\u202f99.9\u202f% per provider container', 'output_drift_alerts': '≤\u202f1 false‑positive per 1000 inferences'}, 'potential_risks': ['Provider API quota exhaustion causing cascade failures before fallback activates.', 'Incorrect drift detection thresholds leading to unnecessary model switches and increased cost.', 'Knowledge graph schema incompatibility with future model output formats, risking data loss.', 'Autonomous patch generation introducing subtle logic bugs that evade current validators.', 'Sandbox isolation bypass via side‑channel attacks on shared host resources.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_956: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 956, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-3/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336428 memories, 40 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 119 calls (119 free / 0 paid), 107,766 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,645,950.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 13: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bfd4f0a8 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-15T04:19:10.863020 — 498.6s, waning_crescent, 19 recommendations
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Graph Persistence', 'Autonomous Improvement Loop (A‑ILoop)', 'Secure, Auditable Execution Environment'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time provider health matrix and automatic rerouting of inference requests based on latency, error rate, and cost thresholds.', 'priority': 10}, {'goal_description': 'Add continuous output drift detection using statistical signatures and trigger model fallback or retraining when drift exceeds configurable bounds.', 'priority': 9}, {'goal_description': 'Create a persistent, versioned knowledge graph that stores validated thesis evidence, inference provenance, and improvement actions for indefinite reuse.', 'priority': 9}, {'goal_description': 'Design an Autonomous Improvement Loop that consumes the backlog, prioritizes items via a utility function (resilience\u202f×\u202fperpetuity), and generates PR‑ready patches automatically.', 'priority': 8}, {'goal_description': 'Introduce sandboxed execution containers for each LLM provider with resource caps and automatic restart on failure to guarantee service continuity.', 'priority': 8}, {'goal_description': 'Integrate cryptographic signing of all model outputs and improvement commits to ensure tamper‑evidence and long‑term trust.', 'priority': 7}, {'goal_description': 'Expand input validation schema to include adversarial pattern detection (prompt injection, token flooding) and rate‑limit per‑entity with exponential back‑off.', 'priority': 7}], 'key_performance_indicators': {'average_inference_success_rate': '≥\u202f99.5\u202f% over 30\u202fdays', 'fallback_activation_latency': '≤\u202f150\u202fms from failure detection to reroute', 'knowledge_graph_growth_rate': '≥\u202f10\u202fnew validated evidence nodes per day', 'autonomous_patch_merge_rate': '≥\u202f2\u202fmerged improvements per week with <\u202f1\u202fpost‑merge failure', 'sandbox_uptime': '≥\u202f99.9\u202f% per provider container', 'output_drift_alerts': '≤\u202f1 false‑positive per 1000 inferences'}, 'potential_risks': ['Provider API quota exhaustion causing cascade failures before fallback activates.', 'Incorrect drift detection thresholds leading to unnecessary model switches and increased cost.', 'Knowledge graph schema incompatibility with future model output formats, risking data loss.', 'Autonomous patch generation introducing subtle logic bugs that evade current validators.', 'Sandbox isolation bypass via side‑channel attacks on shared host resources.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_956: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 956, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-3/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336419 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 116 calls (116 free / 0 paid), 103,191 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,641,375.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bfd4f0a8 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-15T04:19:10.863020 — 498.6s, waning_crescent, 19 recommendations
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336409 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 114 calls (114 free / 0 paid), 105,984 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,639,754.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bfd4f0a8 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-15T04:19:10.863020 — 498.6s, waning_crescent, 19 recommendations
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336356 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 99 calls (99 free / 0 paid), 95,553 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,628,360.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-15T04:19:10.863020 — 498.6s, waning_crescent, 19 recommendations
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing Fallbacks', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Autonomous Capability Expansion', 'Secure, Auditable State Persistence for Perpetual Operation', 'Resource‑Aware Scheduling & Cost‑Optimized Provider Selection'], 'bdi_todo_list': [{'goal_description': 'Implement a meta‑orchestrator that monitors LLM health, latency, and cost, automatically re‑routing tasks to the optimal provider using a multi‑objective decision engine.', 'priority': 10}, {'goal_description': 'Create a self‑healing validation pipeline that re‑runs failed inference through alternative models and logs divergence metrics for continuous improvement.', 'priority': 9}, {'goal_description': 'Introduce a meta‑learning component that records prompt‑response performance, updates a task‑model suitability matrix, and proposes new model integrations without human intervention.', 'priority': 8}, {'goal_description': 'Develop an immutable, cryptographically signed state ledger (append‑only log) to capture all configuration changes, model selections, and validation outcomes for long‑term auditability.', 'priority': 8}, {'goal_description': 'Add a cost‑aware scheduler that caps daily spend per provider, balances local vs. cloud usage, and triggers graceful degradation when budget thresholds are approached.', 'priority': 7}, {'goal_description': 'Integrate a lightweight sandboxed execution environment for third‑party plugins, enforcing strict capability contracts to prevent supply‑chain attacks.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of inference requests automatically rerouted after primary provider failure (target ≥ 99.5%)', 'validation_pass_rate': 'Ratio of outputs passing schema & semantic checks on first attempt (target ≥ 98%)', 'model_adaptation_latency': 'Average time to update the task‑model suitability matrix after a new model is added (target ≤ 5\u202fmin)', 'cost_efficiency_score': 'Weighted cost per token normalized against baseline (target ≤ 0.85 of baseline)', 'state_ledger_integrity': 'Frequency of successful cryptographic verification of the append‑only log (target 100%)', 'plugin_isolation_score': 'Number of sandbox violations detected per month (target 0)'}, 'potential_risks': ['Cascade failures if the meta‑orchestrator misclassifies provider health, leading to widespread fallback loops.', 'Excessive logging for the immutable ledger could inflate storage costs and impact performance.', 'Automated model integration may introduce unvetted models with hidden biases or security vulnerabilities.', 'Cost‑aware scheduler might over‑throttle cloud providers, degrading user experience during peak demand.', 'Sandbox implementation complexity could create escape vectors if not rigorously tested.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336310 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 84 calls (84 free / 0 paid), 96,375 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,624,719.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-15T04:19:10.863020 — 498.6s, waning_crescent, 19 recommendations
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing Fallbacks', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Autonomous Capability Expansion', 'Secure, Auditable State Persistence for Perpetual Operation', 'Resource‑Aware Scheduling & Cost‑Optimized Provider Selection'], 'bdi_todo_list': [{'goal_description': 'Implement a meta‑orchestrator that monitors LLM health, latency, and cost, automatically re‑routing tasks to the optimal provider using a multi‑objective decision engine.', 'priority': 10}, {'goal_description': 'Create a self‑healing validation pipeline that re‑runs failed inference through alternative models and logs divergence metrics for continuous improvement.', 'priority': 9}, {'goal_description': 'Introduce a meta‑learning component that records prompt‑response performance, updates a task‑model suitability matrix, and proposes new model integrations without human intervention.', 'priority': 8}, {'goal_description': 'Develop an immutable, cryptographically signed state ledger (append‑only log) to capture all configuration changes, model selections, and validation outcomes for long‑term auditability.', 'priority': 8}, {'goal_description': 'Add a cost‑aware scheduler that caps daily spend per provider, balances local vs. cloud usage, and triggers graceful degradation when budget thresholds are approached.', 'priority': 7}, {'goal_description': 'Integrate a lightweight sandboxed execution environment for third‑party plugins, enforcing strict capability contracts to prevent supply‑chain attacks.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of inference requests automatically rerouted after primary provider failure (target ≥ 99.5%)', 'validation_pass_rate': 'Ratio of outputs passing schema & semantic checks on first attempt (target ≥ 98%)', 'model_adaptation_latency': 'Average time to update the task‑model suitability matrix after a new model is added (target ≤ 5\u202fmin)', 'cost_efficiency_score': 'Weighted cost per token normalized against baseline (target ≤ 0.85 of baseline)', 'state_ledger_integrity': 'Frequency of successful cryptographic verification of the append‑only log (target 100%)', 'plugin_isolation_score': 'Number of sandbox violations detected per month (target 0)'}, 'potential_risks': ['Cascade failures if the meta‑orchestrator misclassifies provider health, leading to widespread fallback loops.', 'Excessive logging for the immutable ledger could inflate storage costs and impact performance.', 'Automated model integration may introduce unvetted models with hidden biases or security vulnerabilities.', 'Cost‑aware scheduler might over‑throttle cloud providers, degrading user experience during peak demand.', 'Sandbox implementation complexity could create escape vectors if not rigorously tested.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336255 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 64 calls (64 free / 0 paid), 88,282 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,616,626.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.200 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.187 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.173 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.173 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.160 top3=[openai/gpt-oss-
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-15T04:19:10.863020 — 498.6s, waning_crescent, 19 recommendations
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Mesh & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Healing', 'Meta‑Learning for Prompt & Model Selection', 'Secure, Auditable Data & Knowledge Graph', 'Extensible Plugin Architecture for Future Modalities'], 'bdi_todo_list': [{'goal_description': 'Implement a Provider Mesh layer that concurrently queries multiple LLM providers and aggregates results with confidence scoring, enabling graceful degradation and performance scaling.', 'priority': 10}, {'goal_description': 'Add a self‑monitoring daemon that records latency, error rates, token usage, and cost per provider; trigger automated fallback or model re‑training when SLA thresholds are breached.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that logs prompt outcomes, extracts features, and recommends the optimal model/provider for a given task using reinforcement learning.', 'priority': 8}, {'goal_description': 'Introduce an immutable, versioned knowledge graph (Neo4j or DuckDB) to store validated evidence, citations, and reasoning traces, supporting auditability and long‑term knowledge retention.', 'priority': 7}, {'goal_description': 'Design a plugin SDK (Python{.py} + OpenAPI spec) allowing third‑party modules (e.g., vision, retrieval, tool use) to be hot‑loaded without restarting the core service.', 'priority': 6}, {'goal_description': 'Integrate cost‑aware routing: compute real‑time price per token for each provider and bias selection toward economical options while respecting quality thresholds.', 'priority': 5}, {'goal_description': 'Enhance security posture: enforce signed JWT for internal service calls, add rate‑limit quotas per agent, and implement automated secret rotation for API keys.', 'priority': 5}], 'key_performance_indicators': {'average_inference_latency_ms': '< 350', 'fallback_success_rate': '>= 99.5%', 'monthly_cost_per_token_usd': '< 0.00002', 'knowledge_graph_growth_rate': '>= 5% new validated nodes per week', 'plugin_load_time_ms': '< 200', 'self_healing_mean_time_to_recovery_minutes': '< 5'}, 'potential_risks': ['Provider Mesh complexity may introduce latency spikes if aggregation is not throttled.', 'Meta‑learning model could overfit to recent usage patterns, reducing diversity of model selection.', 'Knowledge graph mutation without proper provenance could corrupt long‑term memory.', 'Cost‑aware routing might inadvertently select lower‑quality models for critical tasks.', 'Plugin sandboxing failures could expose the core system to malicious code execution.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336228 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 56 calls (56 free / 0 paid), 87,871 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,613,698.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.269 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.293 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.244 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-15T04:19:10.863020 — 498.6s, waning_crescent, 19 recommendations
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Mesh & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Healing', 'Meta‑Learning for Prompt & Model Selection', 'Secure, Auditable Data & Knowledge Graph', 'Extensible Plugin Architecture for Future Modalities'], 'bdi_todo_list': [{'goal_description': 'Implement a Provider Mesh layer that concurrently queries multiple LLM providers and aggregates results with confidence scoring, enabling graceful degradation and performance scaling.', 'priority': 10}, {'goal_description': 'Add a self‑monitoring daemon that records latency, error rates, token usage, and cost per provider; trigger automated fallback or model re‑training when SLA thresholds are breached.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that logs prompt outcomes, extracts features, and recommends the optimal model/provider for a given task using reinforcement learning.', 'priority': 8}, {'goal_description': 'Introduce an immutable, versioned knowledge graph (Neo4j or DuckDB) to store validated evidence, citations, and reasoning traces, supporting auditability and long‑term knowledge retention.', 'priority': 7}, {'goal_description': 'Design a plugin SDK (Python{.py} + OpenAPI spec) allowing third‑party modules (e.g., vision, retrieval, tool use) to be hot‑loaded without restarting the core service.', 'priority': 6}, {'goal_description': 'Integrate cost‑aware routing: compute real‑time price per token for each provider and bias selection toward economical options while respecting quality thresholds.', 'priority': 5}, {'goal_description': 'Enhance security posture: enforce signed JWT for internal service calls, add rate‑limit quotas per agent, and implement automated secret rotation for API keys.', 'priority': 5}], 'key_performance_indicators': {'average_inference_latency_ms': '< 350', 'fallback_success_rate': '>= 99.5%', 'monthly_cost_per_token_usd': '< 0.00002', 'knowledge_graph_growth_rate': '>= 5% new validated nodes per week', 'plugin_load_time_ms': '< 200', 'self_healing_mean_time_to_recovery_minutes': '< 5'}, 'potential_risks': ['Provider Mesh complexity may introduce latency spikes if aggregation is not throttled.', 'Meta‑learning model could overfit to recent usage patterns, reducing diversity of model selection.', 'Knowledge graph mutation without proper provenance could corrupt long‑term memory.', 'Cost‑aware routing might inadvertently select lower‑quality models for critical tasks.', 'Plugin sandboxing failures could expose the core system to malicious code execution.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336213 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 53 calls (53 free / 0 paid), 84,590 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,608,280.
- completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.360 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.347 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.347 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.333 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.320 top3=[openai/gpt-oss-
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-15T04:19:10.863020 — 498.6s, waning_crescent, 19 recommendations
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5.0 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Remediation', 'Meta‑Learning Loop for Prompt & Model Optimization', 'Secure, Auditable Data & Model Provenance', 'Scalable Edge‑Ready Deployment'], 'bdi_todo_list': [{'goal_description': 'Implement a unified orchestration layer that selects, routes, and ensembles across providers (Ollama, vLLM, OpenAI, Anthropic, Together) based on latency, cost, and success metrics.', 'priority': 10}, {'goal_description': 'Add a health‑check daemon that continuously probes each provider/model endpoint, updates a real‑time capability matrix, and triggers fallback or retraining actions.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that logs prompt‑response performance, auto‑tunes prompt templates, and recommends higher‑performing model variants.', 'priority': 8}, {'goal_description': 'Introduce immutable audit logs and cryptographic provenance records for every inference request, model version, and data artifact.', 'priority': 7}, {'goal_description': 'Develop a lightweight edge runtime (Docker + WASM) that can run a subset of validated models locally for latency‑critical tasks, with seamless sync to the central cloud orchestrator.', 'priority': 6}, {'goal_description': 'Expand the rate‑limiting and circuit‑breaker framework to include adaptive throttling based on real‑time cost signals and usage quotas.', 'priority': 5}, {'goal_description': 'Integrate a self‑healing workflow that auto‑restarts failed services, rolls back to last known good configuration, and notifies the coordinator agent.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate': '>= 99.5%', 'prompt_optimality_score': 'increase 15% QoE over baseline within 30 days', 'audit_log_integrity': '100% signed entries verified', 'edge_deployment_uptime': '>= 99.9%', 'cost_per_token_usd': 'stable or decreasing after optimization'}, 'potential_risks': ['Provider API policy changes causing sudden quota or pricing shifts', 'Model ensemble complexity leading to latency spikes if not throttled', 'Audit log storage growth overwhelming local storage without rotation', 'Edge runtime incompatibilities across heterogeneous hardware', 'Self‑healing loops entering oscillation without proper hysteresis'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336194 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 46 calls (46 free / 0 paid), 83,056 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,606,746.
- completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.398 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.367 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.354 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-15T04:19:10.863020 — 498.6s, waning_crescent, 19 recommendations
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5.0 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Remediation', 'Meta‑Learning Loop for Prompt & Model Optimization', 'Secure, Auditable Data & Model Provenance', 'Scalable Edge‑Ready Deployment'], 'bdi_todo_list': [{'goal_description': 'Implement a unified orchestration layer that selects, routes, and ensembles across providers (Ollama, vLLM, OpenAI, Anthropic, Together) based on latency, cost, and success metrics.', 'priority': 10}, {'goal_description': 'Add a health‑check daemon that continuously probes each provider/model endpoint, updates a real‑time capability matrix, and triggers fallback or retraining actions.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that logs prompt‑response performance, auto‑tunes prompt templates, and recommends higher‑performing model variants.', 'priority': 8}, {'goal_description': 'Introduce immutable audit logs and cryptographic provenance records for every inference request, model version, and data artifact.', 'priority': 7}, {'goal_description': 'Develop a lightweight edge runtime (Docker + WASM) that can run a subset of validated models locally for latency‑critical tasks, with seamless sync to the central cloud orchestrator.', 'priority': 6}, {'goal_description': 'Expand the rate‑limiting and circuit‑breaker framework to include adaptive throttling based on real‑time cost signals and usage quotas.', 'priority': 5}, {'goal_description': 'Integrate a self‑healing workflow that auto‑restarts failed services, rolls back to last known good configuration, and notifies the coordinator agent.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate': '>= 99.5%', 'prompt_optimality_score': 'increase 15% QoE over baseline within 30 days', 'audit_log_integrity': '100% signed entries verified', 'edge_deployment_uptime': '>= 99.9%', 'cost_per_token_usd': 'stable or decreasing after optimization'}, 'potential_risks': ['Provider API policy changes causing sudden quota or pricing shifts', 'Model ensemble complexity leading to latency spikes if not throttled', 'Audit log storage growth overwhelming local storage without rotation', 'Edge runtime incompatibilities across heterogeneous hardware', 'Self‑healing loops entering oscillation without proper hysteresis'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336190 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 47 calls (47 free / 0 paid), 85,746 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,606,746.
- pending (mindx_meta_agent, autonomous_loop): Cycle 9: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 8: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: llm.ollama_handler: Install Ollama and pull required models for local AI inference
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.398 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.367 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.354 top3=[openai/gpt-oss-
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5.0 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Remediation', 'Meta‑Learning Loop for Prompt & Model Optimization', 'Secure, Auditable Data & Model Provenance', 'Scalable Edge‑Ready Deployment'], 'bdi_todo_list': [{'goal_description': 'Implement a unified orchestration layer that selects, routes, and ensembles across providers (Ollama, vLLM, OpenAI, Anthropic, Together) based on latency, cost, and success metrics.', 'priority': 10}, {'goal_description': 'Add a health‑check daemon that continuously probes each provider/model endpoint, updates a real‑time capability matrix, and triggers fallback or retraining actions.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that logs prompt‑response performance, auto‑tunes prompt templates, and recommends higher‑performing model variants.', 'priority': 8}, {'goal_description': 'Introduce immutable audit logs and cryptographic provenance records for every inference request, model version, and data artifact.', 'priority': 7}, {'goal_description': 'Develop a lightweight edge runtime (Docker + WASM) that can run a subset of validated models locally for latency‑critical tasks, with seamless sync to the central cloud orchestrator.', 'priority': 6}, {'goal_description': 'Expand the rate‑limiting and circuit‑breaker framework to include adaptive throttling based on real‑time cost signals and usage quotas.', 'priority': 5}, {'goal_description': 'Integrate a self‑healing workflow that auto‑restarts failed services, rolls back to last known good configuration, and notifies the coordinator agent.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate': '>= 99.5%', 'prompt_optimality_score': 'increase 15% QoE over baseline within 30 days', 'audit_log_integrity': '100% signed entries verified', 'edge_deployment_uptime': '>= 99.9%', 'cost_per_token_usd': 'stable or decreasing after optimization'}, 'potential_risks': ['Provider API policy changes causing sudden quota or pricing shifts', 'Model ensemble complexity leading to latency spikes if not throttled', 'Audit log storage growth overwhelming local storage without rotation', 'Edge runtime incompatibilities across heterogeneous hardware', 'Self‑healing loops entering oscillation without proper hysteresis'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336182 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 45 calls (45 free / 0 paid), 81,359 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,602,359.
- failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 8: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.425 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.391 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.379 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration', 'Self‑Healing Diagnostics & Auto‑Repair', 'Meta‑Learning Loop for Continuous Model Selection', 'Secure, Auditable Data Pipelines', 'Resource‑Aware Scaling & Cost Optimization', 'Observability & KPI‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑layer orchestration engine that selects LLM providers/models in real‑time based on latency, cost, token limits, and health metrics.', 'priority': 10}, {'goal_description': 'Add a self‑healing diagnostics subsystem that detects failed inference paths, rolls back to last known good state, and auto‑generates patches for recurring faults.', 'priority': 9}, {'goal_description': 'Create a meta‑learning component that logs inference outcomes, updates a performance matrix, and feeds back into the orchestration engine for continual model optimisation.', 'priority': 8}, {'goal_description': 'Introduce cryptographic provenance tags on all input/output payloads and enforce immutable audit logs for regulatory compliance and resilience against data corruption.', 'priority': 7}, {'goal_description': 'Deploy a resource‑aware autoscaler that monitors GPU/CPU quotas, token usage, and budget thresholds, automatically shifting workloads between local Ollama, vLLM, and cloud providers.', 'priority': 6}, {'goal_description': 'Establish a KPI dashboard exposing latency‑95th‑pct, error‑rate, cost‑per‑token, and self‑repair success ratio; integrate alerts for KPI breaches.', 'priority': 5}, {'goal_description': 'Formalise a fallback policy language (JSON/YAML) allowing operators to declare provider preference hierarchies, regional constraints, and graceful degradation rules.', 'priority': 4}, {'goal_description': 'Extend input/output validation schemas with schema versioning and automated migration scripts to future‑proof data contracts.', 'priority': 3}, {'goal_description': 'Add a sandboxed execution environment for third‑party plugins with capability‑based access control to prevent supply‑chain attacks.', 'priority': 2}, {'goal_description': 'Document the entire upgrade path, including migration scripts, roll‑back procedures, and verification tests to ensure perpetual operability.', 'priority': 1}], 'key_performance_indicators': {'latency_95th_percentile_ms': '<= 250', 'error_rate_percent': '<= 0.2', 'cost_per_1k_tokens_usd': '<= 0.03 (average across providers)', 'self_heal_success_ratio': '>= 0.95', 'model_selection_accuracy': '>= 0.90 (top‑1 choice matches offline benchmark)', 'audit_log_integrity': '100% immutable verification', 'resource_utilization_efficiency': 'CPU/GPU usage within 70‑90% of allocated capacity'}, 'potential_risks': ['Orchestration complexity may introduce latency spikes if provider health checks are too frequent.', 'Self‑healing auto‑patches could propagate unintended side‑effects without thorough sandbox testing.', 'Cost optimisation might inadvertently select lower‑quality models, degrading output quality.', 'Audit log encryption keys management becomes a single point of failure if not rotated regularly.', 'Plugin sandbox escape could compromise system integrity if capability definitions are incomplete.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336180 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 47 calls (47 free / 0 paid), 85,773 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,602,359.
- failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 8: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.425 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.391 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.379 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration', 'Self‑Healing Diagnostics & Auto‑Repair', 'Meta‑Learning Loop for Continuous Model Selection', 'Secure, Auditable Data Pipelines', 'Resource‑Aware Scaling & Cost Optimization', 'Observability & KPI‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑layer orchestration engine that selects LLM providers/models in real‑time based on latency, cost, token limits, and health metrics.', 'priority': 10}, {'goal_description': 'Add a self‑healing diagnostics subsystem that detects failed inference paths, rolls back to last known good state, and auto‑generates patches for recurring faults.', 'priority': 9}, {'goal_description': 'Create a meta‑learning component that logs inference outcomes, updates a performance matrix, and feeds back into the orchestration engine for continual model optimisation.', 'priority': 8}, {'goal_description': 'Introduce cryptographic provenance tags on all input/output payloads and enforce immutable audit logs for regulatory compliance and resilience against data corruption.', 'priority': 7}, {'goal_description': 'Deploy a resource‑aware autoscaler that monitors GPU/CPU quotas, token usage, and budget thresholds, automatically shifting workloads between local Ollama, vLLM, and cloud providers.', 'priority': 6}, {'goal_description': 'Establish a KPI dashboard exposing latency‑95th‑pct, error‑rate, cost‑per‑token, and self‑repair success ratio; integrate alerts for KPI breaches.', 'priority': 5}, {'goal_description': 'Formalise a fallback policy language (JSON/YAML) allowing operators to declare provider preference hierarchies, regional constraints, and graceful degradation rules.', 'priority': 4}, {'goal_description': 'Extend input/output validation schemas with schema versioning and automated migration scripts to future‑proof data contracts.', 'priority': 3}, {'goal_description': 'Add a sandboxed execution environment for third‑party plugins with capability‑based access control to prevent supply‑chain attacks.', 'priority': 2}, {'goal_description': 'Document the entire upgrade path, including migration scripts, roll‑back procedures, and verification tests to ensure perpetual operability.', 'priority': 1}], 'key_performance_indicators': {'latency_95th_percentile_ms': '<= 250', 'error_rate_percent': '<= 0.2', 'cost_per_1k_tokens_usd': '<= 0.03 (average across providers)', 'self_heal_success_ratio': '>= 0.95', 'model_selection_accuracy': '>= 0.90 (top‑1 choice matches offline benchmark)', 'audit_log_integrity': '100% immutable verification', 'resource_utilization_efficiency': 'CPU/GPU usage within 70‑90% of allocated capacity'}, 'potential_risks': ['Orchestration complexity may introduce latency spikes if provider health checks are too frequent.', 'Self‑healing auto‑patches could propagate unintended side‑effects without thorough sandbox testing.', 'Cost optimisation might inadvertently select lower‑quality models, degrading output quality.', 'Audit log encryption keys management becomes a single point of failure if not rotated regularly.', 'Plugin sandbox escape could compromise system integrity if capability definitions are incomplete.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336171 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 45 calls (45 free / 0 paid), 81,266 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,597,852.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.428 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.416 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.440 top3=[openai/gpt-oss
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure, Auditable State Persistence', 'Meta‑Learning for Model Selection'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider orchestration layer that monitors latency, error rates, and cost, automatically rerouting inference requests to the optimal LLM (local, edge, or cloud) without human intervention.', 'priority': 10}, {'goal_description': 'Add a self‑healing validation subsystem that detects validation failures, rolls back to last known good schema, and triggers automated remediation scripts.', 'priority': 9}, {'goal_description': 'Create a knowledge‑graph‑backed persistent store for all thesis, evidence, and inference artifacts, enabling time‑travel queries and long‑term archival.', 'priority': 8}, {'goal_description': 'Integrate meta‑learning agents that evaluate model performance on recent tasks and update the task‑model map in real time, feeding back into the orchestration layer.', 'priority': 8}, {'goal_description': 'Establish cryptographic audit trails for every API call, model selection, and state change, stored in an append‑only ledger for forensic resilience.', 'priority': 7}, {'goal_description': 'Introduce a lightweight sandbox executor for user‑provided code snippets, limiting resource usage and preventing side‑channel attacks.', 'priority': 6}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 150', 'fallback_success_rate_percent': '>= 99.5', 'validation_error_rate_percent': '<= 0.1', 'knowledge_graph_query_latency_ms': '<= 80', 'audit_log tamper‑detectability': 'true', 'meta‑learning model improvement per week': '>= 2% reduction in task error'}, 'potential_risks': ['Provider API rate‑limit exhaustion during aggressive fallback cycling', 'Schema drift causing incompatibility between persisted knowledge graph and newer model output formats', 'Increased surface area for supply‑chain attacks via added orchestration and sandbox components', 'Resource contention between meta‑learning evaluation jobs and production inference', 'Audit log storage growth leading to disk pressure if not pruned or archived'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336169 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 47 calls (47 free / 0 paid), 85,649 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,597,852.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.428 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.416 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.440 top3=[openai/gpt-oss
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure, Auditable State Persistence', 'Meta‑Learning for Model Selection'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider orchestration layer that monitors latency, error rates, and cost, automatically rerouting inference requests to the optimal LLM (local, edge, or cloud) without human intervention.', 'priority': 10}, {'goal_description': 'Add a self‑healing validation subsystem that detects validation failures, rolls back to last known good schema, and triggers automated remediation scripts.', 'priority': 9}, {'goal_description': 'Create a knowledge‑graph‑backed persistent store for all thesis, evidence, and inference artifacts, enabling time‑travel queries and long‑term archival.', 'priority': 8}, {'goal_description': 'Integrate meta‑learning agents that evaluate model performance on recent tasks and update the task‑model map in real time, feeding back into the orchestration layer.', 'priority': 8}, {'goal_description': 'Establish cryptographic audit trails for every API call, model selection, and state change, stored in an append‑only ledger for forensic resilience.', 'priority': 7}, {'goal_description': 'Introduce a lightweight sandbox executor for user‑provided code snippets, limiting resource usage and preventing side‑channel attacks.', 'priority': 6}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 150', 'fallback_success_rate_percent': '>= 99.5', 'validation_error_rate_percent': '<= 0.1', 'knowledge_graph_query_latency_ms': '<= 80', 'audit_log tamper‑detectability': 'true', 'meta‑learning model improvement per week': '>= 2% reduction in task error'}, 'potential_risks': ['Provider API rate‑limit exhaustion during aggressive fallback cycling', 'Schema drift causing incompatibility between persisted knowledge graph and newer model output formats', 'Increased surface area for supply‑chain attacks via added orchestration and sandbox components', 'Resource contention between meta‑learning evaluation jobs and production inference', 'Audit log storage growth leading to disk pressure if not pruned or archived'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336157 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 43 calls (43 free / 0 paid), 82,937 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,595,140.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.491 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.452 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.440 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Self‑Improvement', 'Secure, Auditable State Persistence', 'Scalable Deployment & Resource Elasticity'], 'bdi_todo_list': [{'goal_description': 'Implement a Model Orchestrator that monitors provider health, latency, cost and automatically re‑ranks models per task, falling back to the next best model without interrupting user flow.', 'priority': 10}, {'goal_description': 'Add a self‑healing watchdog that detects inference failures, triggers automated rollback to previous stable model version, and logs root‑cause for future learning.', 'priority': 9}, {'goal_description': 'Create a Regression Guardrail suite that runs synthetic benchmark suites after each code or model update, comparing key metrics against baseline and blocking deployment on regression.', 'priority': 9}, {'goal_description': 'Introduce a Meta‑Learning component that records task‑model performance data, updates a lightweight policy model, and suggests optimal model‑task mappings for future runs.', 'priority': 8}, {'goal_description': 'Design an immutable audit log stored in append‑only storage (e.g., IPFS or blockchain‑backed log) to guarantee traceability of all inference decisions and self‑improvement actions.', 'priority': 8}, {'goal_description': 'Build an Elastic Resource Manager that auto‑scales local Ollama containers and cloud provider quotas based on real‑time demand, preserving cost‑efficiency while ensuring availability.', 'priority': 7}, {'goal_description': 'Integrate fine‑grained permission vault for agents, enabling per‑agent API‑key rotation and revocation without service downtime.', 'priority': 7}, {'goal_description': 'Develop a self‑documentation generator that extracts updated architecture diagrams, component contracts, and BDI items after each successful improvement cycle.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_success_rate': '≥ 99.9% over 30‑day rolling window', 'average_task_latency': '≤ 800\u202fms for 8B models, ≤ 1.5\u202fs for 70B models', 'regression_guardrail_pass_rate': '100% (no deployment on regression)', 'self_healing_recovery_time': '≤ 5\u202fseconds from failure detection to fallback activation', 'audit_log_integrity_score': '≥ 99.99% tamper‑evidence verification', 'resource_utilization_efficiency': 'CPU/GPU usage within 70‑85% of allocated capacity, cost variance ≤ 5% month‑over‑month'}, 'potential_risks': ['Orchestrator decision loops causing thrashing between models if health metrics oscillate.', 'Excessive logging or audit storage leading to storage bloat and increased latency.', 'Meta‑learning policy over‑fitting to recent workload patterns, reducing generalization.', 'Automated rollback interfering with legitimate long‑running inference jobs.', 'Complex permission vault introducing dead‑locks if key rotation is not atomic.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336155 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 44 calls (44 free / 0 paid), 85,399 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,595,140.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.491 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.452 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.440 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Self‑Improvement', 'Secure, Auditable State Persistence', 'Scalable Deployment & Resource Elasticity'], 'bdi_todo_list': [{'goal_description': 'Implement a Model Orchestrator that monitors provider health, latency, cost and automatically re‑ranks models per task, falling back to the next best model without interrupting user flow.', 'priority': 10}, {'goal_description': 'Add a self‑healing watchdog that detects inference failures, triggers automated rollback to previous stable model version, and logs root‑cause for future learning.', 'priority': 9}, {'goal_description': 'Create a Regression Guardrail suite that runs synthetic benchmark suites after each code or model update, comparing key metrics against baseline and blocking deployment on regression.', 'priority': 9}, {'goal_description': 'Introduce a Meta‑Learning component that records task‑model performance data, updates a lightweight policy model, and suggests optimal model‑task mappings for future runs.', 'priority': 8}, {'goal_description': 'Design an immutable audit log stored in append‑only storage (e.g., IPFS or blockchain‑backed log) to guarantee traceability of all inference decisions and self‑improvement actions.', 'priority': 8}, {'goal_description': 'Build an Elastic Resource Manager that auto‑scales local Ollama containers and cloud provider quotas based on real‑time demand, preserving cost‑efficiency while ensuring availability.', 'priority': 7}, {'goal_description': 'Integrate fine‑grained permission vault for agents, enabling per‑agent API‑key rotation and revocation without service downtime.', 'priority': 7}, {'goal_description': 'Develop a self‑documentation generator that extracts updated architecture diagrams, component contracts, and BDI items after each successful improvement cycle.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_success_rate': '≥ 99.9% over 30‑day rolling window', 'average_task_latency': '≤ 800\u202fms for 8B models, ≤ 1.5\u202fs for 70B models', 'regression_guardrail_pass_rate': '100% (no deployment on regression)', 'self_healing_recovery_time': '≤ 5\u202fseconds from failure detection to fallback activation', 'audit_log_integrity_score': '≥ 99.99% tamper‑evidence verification', 'resource_utilization_efficiency': 'CPU/GPU usage within 70‑85% of allocated capacity, cost variance ≤ 5% month‑over‑month'}, 'potential_risks': ['Orchestrator decision loops causing thrashing between models if health metrics oscillate.', 'Excessive logging or audit storage leading to storage bloat and increased latency.', 'Meta‑learning policy over‑fitting to recent workload patterns, reducing generalization.', 'Automated rollback interfering with legitimate long‑running inference jobs.', 'Complex permission vault introducing dead‑locks if key rotation is not atomic.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336146 memories, 39 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 42 calls (42 free / 0 paid), 80,929 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,590,670.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.517 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.477 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.464 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Remediation', 'Meta‑Learning for Prompt & Model Selection', 'Secure, Auditable Data Pipelines', 'Extensible Plugin Architecture for Future AI Providers'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time orchestration layer that routes inference requests across providers based on latency, cost, and health metrics, with automatic fallback to the next best model.', 'priority': 10}, {'goal_description': 'Add a self‑healing daemon that monitors key health signals (error rates, timeouts, token usage) and triggers hot‑swap of failing providers or model versions.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that logs request context, model performance, and outcome, then trains a lightweight selector to choose the optimal model/prompt for each task.', 'priority': 8}, {'goal_description': 'Introduce immutable audit logs and cryptographic signing for all input/output validation events to guarantee traceability and tamper‑evidence.', 'priority': 7}, {'goal_description': 'Design a plugin SDK that allows third‑party LLM providers or specialized inference engines to be hot‑loaded without core code changes.', 'priority': 6}, {'goal_description': 'Expand rate‑limiting to adaptive quotas per provider, with back‑pressure signalling to upstream services.', 'priority': 5}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'self_healing_recovery_time_seconds': '<= 30', 'meta_selector_accuracy_improvement_percent': '>= 15 over baseline', 'audit_log_integrity_pass_rate': '100', 'plugin_integration_time_days': '<= 2'}, 'potential_risks': ['Complexity of multi‑provider orchestration may introduce race conditions or deadlocks.', 'Meta‑learning selector could overfit to recent traffic patterns, reducing robustness to novel tasks.', 'Increased surface area for security vulnerabilities when exposing plugin loading mechanisms.', 'Resource exhaustion if fallback loops are not bounded, leading to cascading failures.', 'Dependency drift across provider APIs causing incompatibility with the unified interface.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:publication:post_954: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 954, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336144 memories, 38 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 43 calls (43 free / 0 paid), 81,163 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,590,670.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.517 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.477 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.464 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Remediation', 'Meta‑Learning for Prompt & Model Selection', 'Secure, Auditable Data Pipelines', 'Extensible Plugin Architecture for Future AI Providers'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time orchestration layer that routes inference requests across providers based on latency, cost, and health metrics, with automatic fallback to the next best model.', 'priority': 10}, {'goal_description': 'Add a self‑healing daemon that monitors key health signals (error rates, timeouts, token usage) and triggers hot‑swap of failing providers or model versions.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that logs request context, model performance, and outcome, then trains a lightweight selector to choose the optimal model/prompt for each task.', 'priority': 8}, {'goal_description': 'Introduce immutable audit logs and cryptographic signing for all input/output validation events to guarantee traceability and tamper‑evidence.', 'priority': 7}, {'goal_description': 'Design a plugin SDK that allows third‑party LLM providers or specialized inference engines to be hot‑loaded without core code changes.', 'priority': 6}, {'goal_description': 'Expand rate‑limiting to adaptive quotas per provider, with back‑pressure signalling to upstream services.', 'priority': 5}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'self_healing_recovery_time_seconds': '<= 30', 'meta_selector_accuracy_improvement_percent': '>= 15 over baseline', 'audit_log_integrity_pass_rate': '100', 'plugin_integration_time_days': '<= 2'}, 'potential_risks': ['Complexity of multi‑provider orchestration may introduce race conditions or deadlocks.', 'Meta‑learning selector could overfit to recent traffic patterns, reducing robustness to novel tasks.', 'Increased surface area for security vulnerabilities when exposing plugin loading mechanisms.', 'Resource exhaustion if fallback loops are not bounded, leading to cascading failures.', 'Dependency drift across provider APIs causing incompatibility with the unified interface.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336141 memories, 38 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 45 calls (45 free / 0 paid), 85,564 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,590,670.
- pending (mindx_meta_agent, autonomous_loop): Cycle 5: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: llm.ollama_handler: Install Ollama and pull required models for local AI inference
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.517 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.477 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.464 top3=[openai/gpt-oss
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Remediation', 'Meta‑Learning for Prompt & Model Selection', 'Secure, Auditable Data Pipelines', 'Extensible Plugin Architecture for Future AI Providers'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time orchestration layer that routes inference requests across providers based on latency, cost, and health metrics, with automatic fallback to the next best model.', 'priority': 10}, {'goal_description': 'Add a self‑healing daemon that monitors key health signals (error rates, timeouts, token usage) and triggers hot‑swap of failing providers or model versions.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that logs request context, model performance, and outcome, then trains a lightweight selector to choose the optimal model/prompt for each task.', 'priority': 8}, {'goal_description': 'Introduce immutable audit logs and cryptographic signing for all input/output validation events to guarantee traceability and tamper‑evidence.', 'priority': 7}, {'goal_description': 'Design a plugin SDK that allows third‑party LLM providers or specialized inference engines to be hot‑loaded without core code changes.', 'priority': 6}, {'goal_description': 'Expand rate‑limiting to adaptive quotas per provider, with back‑pressure signalling to upstream services.', 'priority': 5}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'self_healing_recovery_time_seconds': '<= 30', 'meta_selector_accuracy_improvement_percent': '>= 15 over baseline', 'audit_log_integrity_pass_rate': '100', 'plugin_integration_time_days': '<= 2'}, 'potential_risks': ['Complexity of multi‑provider orchestration may introduce race conditions or deadlocks.', 'Meta‑learning selector could overfit to recent traffic patterns, reducing robustness to novel tasks.', 'Increased surface area for security vulnerabilities when exposing plugin loading mechanisms.', 'Resource exhaustion if fallback loops are not bounded, leading to cascading failures.', 'Dependency drift across provider APIs causing incompatibility with the unified interface.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336133 memories, 38 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 43 calls (43 free / 0 paid), 81,880 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,586,986.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.544 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.501 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.489 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336131 memories, 38 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 171 calls (171 free / 0 paid), 201,431 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference, ollama. All-time tokens: 12,586,986.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.544 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.501 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.489 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_16e26741 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336121 memories, 38 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 190 calls (190 free / 0 paid), 218,046 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,581,308.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.570 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.525 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.513 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Multi‑Model Orchestration & Self‑Healing Core', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Federation & Load‑Balancing', 'Self‑Healing Diagnostics & Automated Rollback', 'Meta‑Learning for Prompt & Parameter Optimization', 'Secure, Auditable Data Pipelines', 'Continuous Feedback Loop for Improvement Backlog Prioritization'], 'bdi_todo_list': [{'goal_description': 'Implement a federated model orchestration layer that selects, routes, and balances inference requests across all available providers (Ollama, OpenAI, Anthropic, Together, vLLM) based on latency, cost, and reliability metrics.', 'priority': 10}, {'goal_description': 'Add health‑check agents for each provider and automatic fallback to the next best provider with stateful request replay to guarantee zero‑loss inference.', 'priority': 9}, {'goal_description': 'Create a self‑healing diagnostics subsystem that monitors error patterns, triggers automated rollbacks to previous stable model versions, and logs corrective actions for audit.', 'priority': 9}, {'goal_description': 'Integrate meta‑learning components that collect performance data (token usage, response quality scores) and continuously fine‑tune prompt templates and inference parameters per task.', 'priority': 8}, {'goal_description': 'Establish a secure data ingestion pipeline with schema‑enforced Pydantic models, encryption‑at‑rest, and immutable audit trails for all input/output artifacts.', 'priority': 8}, {'goal_description': 'Upgrade the improvement backlog engine to a priority queue driven by a utility function that balances resilience impact vs. development effort, auto‑scheduling high‑impact items.', 'priority': 7}, {'goal_description': 'Expose a unified API endpoint for model preference configuration (auto, cost‑optimized, latency‑optimized, compliance‑mode) with runtime reconfiguration without service restart.', 'priority': 7}, {'goal_description': 'Implement comprehensive unit/integration test suites for the new orchestration and self‑healing layers, integrated into CI/CD pipelines.', 'priority': 6}], 'key_performance_indicators': {'average_inference_latency_ms': 'target < 250 ms for 8B models under normal load', 'fallback_success_rate': '≥ 99.9% of failed primary calls recovered automatically', 'cost_per_token_usd': 'maintain ≤ baseline cost + 5% while improving resilience', 'self_healing_recovery_time_seconds': '≤ 30 seconds from detection to rollback', 'prompt_quality_score': 'increase average human‑rated quality by 15% (5‑point Likert)', 'audit_log_completeness': '100% of requests have immutable trace entries', 'backlog_processing_latency_days': '≤ 2 days for priority ≥ 8 items'}, 'potential_risks': ['Complexity of multi‑provider orchestration may introduce subtle race conditions or state inconsistencies.', 'Automated fallback could mask systemic provider outages, leading to hidden dependency on a single vendor.', 'Meta‑learning loops might over‑fit to recent traffic patterns, degrading performance on rare tasks.', 'Increased surface area for security (multiple API keys, network endpoints) raises attack vectors.', 'Resource exhaustion if load‑balancing does not respect provider rate limits, causing throttling penalties.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336119 memories, 38 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 190 calls (190 free / 0 paid), 218,046 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,581,308.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.570 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.525 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.513 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Multi‑Model Orchestration & Self‑Healing Core', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Federation & Load‑Balancing', 'Self‑Healing Diagnostics & Automated Rollback', 'Meta‑Learning for Prompt & Parameter Optimization', 'Secure, Auditable Data Pipelines', 'Continuous Feedback Loop for Improvement Backlog Prioritization'], 'bdi_todo_list': [{'goal_description': 'Implement a federated model orchestration layer that selects, routes, and balances inference requests across all available providers (Ollama, OpenAI, Anthropic, Together, vLLM) based on latency, cost, and reliability metrics.', 'priority': 10}, {'goal_description': 'Add health‑check agents for each provider and automatic fallback to the next best provider with stateful request replay to guarantee zero‑loss inference.', 'priority': 9}, {'goal_description': 'Create a self‑healing diagnostics subsystem that monitors error patterns, triggers automated rollbacks to previous stable model versions, and logs corrective actions for audit.', 'priority': 9}, {'goal_description': 'Integrate meta‑learning components that collect performance data (token usage, response quality scores) and continuously fine‑tune prompt templates and inference parameters per task.', 'priority': 8}, {'goal_description': 'Establish a secure data ingestion pipeline with schema‑enforced Pydantic models, encryption‑at‑rest, and immutable audit trails for all input/output artifacts.', 'priority': 8}, {'goal_description': 'Upgrade the improvement backlog engine to a priority queue driven by a utility function that balances resilience impact vs. development effort, auto‑scheduling high‑impact items.', 'priority': 7}, {'goal_description': 'Expose a unified API endpoint for model preference configuration (auto, cost‑optimized, latency‑optimized, compliance‑mode) with runtime reconfiguration without service restart.', 'priority': 7}, {'goal_description': 'Implement comprehensive unit/integration test suites for the new orchestration and self‑healing layers, integrated into CI/CD pipelines.', 'priority': 6}], 'key_performance_indicators': {'average_inference_latency_ms': 'target < 250 ms for 8B models under normal load', 'fallback_success_rate': '≥ 99.9% of failed primary calls recovered automatically', 'cost_per_token_usd': 'maintain ≤ baseline cost + 5% while improving resilience', 'self_healing_recovery_time_seconds': '≤ 30 seconds from detection to rollback', 'prompt_quality_score': 'increase average human‑rated quality by 15% (5‑point Likert)', 'audit_log_completeness': '100% of requests have immutable trace entries', 'backlog_processing_latency_days': '≤ 2 days for priority ≥ 8 items'}, 'potential_risks': ['Complexity of multi‑provider orchestration may introduce subtle race conditions or state inconsistencies.', 'Automated fallback could mask systemic provider outages, leading to hidden dependency on a single vendor.', 'Meta‑learning loops might over‑fit to recent traffic patterns, degrading performance on rare tasks.', 'Increased surface area for security (multiple API keys, network endpoints) raises attack vectors.', 'Resource exhaustion if load‑balancing does not respect provider rate limits, causing throttling penalties.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336110 memories, 38 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 190 calls (190 free / 0 paid), 220,001 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,578,810.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.519 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Layer – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Healing', 'Meta‑Learning for Prompt & Model Selection', 'Secure, Auditable Data & Model Provenance', 'Scalable, Decentralized Execution Pods'], 'bdi_todo_list': [{'goal_description': 'Implement a Policy‑Driven Orchestrator that selects, routes, and ensembles LLM calls across all registered providers based on latency, cost, and success metrics.', 'priority': 10}, {'goal_description': 'Add a Real‑Time Telemetry subsystem (metrics, health checks, anomaly detection) feeding a self‑healing loop that can auto‑restart services, switch providers, or trigger rollback.', 'priority': 9}, {'goal_description': 'Create a Meta‑Learning layer that records prompt‑model performance and automatically recommends optimal prompt formulations and model combos for each task.', 'priority': 8}, {'goal_description': 'Introduce immutable provenance logs (hash‑chained) for every inference request, model version, and data artifact to guarantee auditability and long‑term reproducibility.', 'priority': 7}, {'goal_description': 'Design a lightweight containerized execution pod framework (Docker + Kubernetes‑lite) enabling horizontal scaling and geographic distribution for perpetual uptime.', 'priority': 6}, {'goal_description': 'Extend the existing fallback mechanism to a graceful degradation hierarchy that includes model quantization, local cache replay, and synthetic stub responses when all providers fail.', 'priority': 5}, {'goal_description': 'Integrate a budget‑aware scheduler that caps spend per provider while maximizing inference quality, supporting both cloud‑pay‑as‑you‑go and fully‑offline modes.', 'priority': 4}, {'goal_description': 'Add a formal verification test suite for all validation layers (input, output, model‑input) with fuzzing and property‑based testing to harden against future regressions.', 'priority': 3}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 120', 'successful_fallback_rate_percent': '>= 99.5', 'monthly_budget_utilization_percent': '<= 95', 'auto_heal_mean_time_to_recovery_seconds': '<= 30', 'model_selection_accuracy_improvement_percent': '>= 12 over baseline', 'provenance_log_integrity_checksum_pass_rate': '100'}, 'potential_risks': ['Orchestrator complexity leading to decision latency spikes.', 'Unintended model ensemble bias or hallucination amplification.', 'Dependency on external provider APIs causing supply‑chain outages.', 'Security exposure through expanded surface area of execution pods.', 'Resource exhaustion if auto‑scaling is mis‑configured.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336108 memories, 38 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 190 calls (190 free / 0 paid), 220,001 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,578,810.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.519 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T20:10:45.598379 — 524.3s, waning_crescent, 19 recommendations
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Layer – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Healing', 'Meta‑Learning for Prompt & Model Selection', 'Secure, Auditable Data & Model Provenance', 'Scalable, Decentralized Execution Pods'], 'bdi_todo_list': [{'goal_description': 'Implement a Policy‑Driven Orchestrator that selects, routes, and ensembles LLM calls across all registered providers based on latency, cost, and success metrics.', 'priority': 10}, {'goal_description': 'Add a Real‑Time Telemetry subsystem (metrics, health checks, anomaly detection) feeding a self‑healing loop that can auto‑restart services, switch providers, or trigger rollback.', 'priority': 9}, {'goal_description': 'Create a Meta‑Learning layer that records prompt‑model performance and automatically recommends optimal prompt formulations and model combos for each task.', 'priority': 8}, {'goal_description': 'Introduce immutable provenance logs (hash‑chained) for every inference request, model version, and data artifact to guarantee auditability and long‑term reproducibility.', 'priority': 7}, {'goal_description': 'Design a lightweight containerized execution pod framework (Docker + Kubernetes‑lite) enabling horizontal scaling and geographic distribution for perpetual uptime.', 'priority': 6}, {'goal_description': 'Extend the existing fallback mechanism to a graceful degradation hierarchy that includes model quantization, local cache replay, and synthetic stub responses when all providers fail.', 'priority': 5}, {'goal_description': 'Integrate a budget‑aware scheduler that caps spend per provider while maximizing inference quality, supporting both cloud‑pay‑as‑you‑go and fully‑offline modes.', 'priority': 4}, {'goal_description': 'Add a formal verification test suite for all validation layers (input, output, model‑input) with fuzzing and property‑based testing to harden against future regressions.', 'priority': 3}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 120', 'successful_fallback_rate_percent': '>= 99.5', 'monthly_budget_utilization_percent': '<= 95', 'auto_heal_mean_time_to_recovery_seconds': '<= 30', 'model_selection_accuracy_improvement_percent': '>= 12 over baseline', 'provenance_log_integrity_checksum_pass_rate': '100'}, 'potential_risks': ['Orchestrator complexity leading to decision latency spikes.', 'Unintended model ensemble bias or hallucination amplification.', 'Dependency on external provider APIs causing supply‑chain outages.', 'Security exposure through expanded surface area of execution pods.', 'Resource exhaustion if auto‑scaling is mis‑configured.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336098 memories, 38 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 190 calls (190 free / 0 paid), 220,119 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,574,467.
- failed (mindx_meta_agent, autonomous_loop): Cycle 34 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 34: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 33 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 33: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336098 memories, 38 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 190 calls (190 free / 0 paid), 220,119 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,574,467.
- failed (mindx_meta_agent, autonomous_loop): Cycle 34 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 34: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 33 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 33: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336047 memories, 38 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 189 calls (189 free / 0 paid), 220,119 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,574,467.
- failed (mindx_meta_agent, autonomous_loop): Cycle 33 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 33: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.066 top3=[openai/gpt-oss-
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Continual Knowledge Integration', 'Resource‑Aware Adaptive Scheduling', 'Secure, Auditable State Persistence'], 'bdi_todo_list': [{'goal_description': 'Implement a probabilistic provider selector that balances latency, cost, and reliability while preserving fallback guarantees.', 'priority': 9}, {'goal_description': 'Add automated schema evolution for input/output validators using versioned Pydantic models and runtime migration hooks.', 'priority': 8}, {'goal_description': 'Create a meta‑monitor that aggregates health metrics (error rates, token usage, latency) and triggers self‑healing actions (model reload, rate‑limit adjustment, provider switch).', 'priority': 8}, {'goal_description': 'Integrate external knowledge feeds (arXiv, web‑scrape pipelines) via a plug‑in architecture and schedule incremental embedding updates.', 'priority': 7}, {'goal_description': 'Develop an adaptive scheduler that reallocates inference slots based on real‑time load, budget constraints, and resilience policies.', 'priority': 7}, {'goal_description': 'Introduce cryptographic state snapshots with tamper‑evidence and incremental backup to guarantee long‑term continuity.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': '≥\u202f99.5\u202f% of inference requests complete despite primary provider outage', 'validation_error_rate': '≤\u202f0.1\u202f% of responses fail schema checks', 'mean_latency': '≤\u202f800\u202fms for 8B‑class models under normal load', 'knowledge_freshness': 'New external documents indexed within 24\u202fh of publication', 'budget_adherence': 'Actual token cost ≤\u202f110\u202f% of allocated daily budget', 'state_integrity_score': '≥\u202f99.9\u202f% of backups pass hash verification'}, 'potential_risks': ['Provider API changes breaking the probabilistic selector logic', 'Schema migration causing backward‑compatibility failures in persisted data', 'Excessive adaptive scheduling leading to thrashing between providers', 'External feed ingestion introducing toxic or copyrighted content', 'Cryptographic key rotation mishandling causing snapshot inaccessibility'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336042 memories, 38 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 188 calls (188 free / 0 paid), 219,875 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,574,223.
- failed (mindx_meta_agent, autonomous_loop): Cycle 33 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 33: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.053 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Continual Knowledge Integration', 'Resource‑Aware Adaptive Scheduling', 'Secure, Auditable State Persistence'], 'bdi_todo_list': [{'goal_description': 'Implement a probabilistic provider selector that balances latency, cost, and reliability while preserving fallback guarantees.', 'priority': 9}, {'goal_description': 'Add automated schema evolution for input/output validators using versioned Pydantic models and runtime migration hooks.', 'priority': 8}, {'goal_description': 'Create a meta‑monitor that aggregates health metrics (error rates, token usage, latency) and triggers self‑healing actions (model reload, rate‑limit adjustment, provider switch).', 'priority': 8}, {'goal_description': 'Integrate external knowledge feeds (arXiv, web‑scrape pipelines) via a plug‑in architecture and schedule incremental embedding updates.', 'priority': 7}, {'goal_description': 'Develop an adaptive scheduler that reallocates inference slots based on real‑time load, budget constraints, and resilience policies.', 'priority': 7}, {'goal_description': 'Introduce cryptographic state snapshots with tamper‑evidence and incremental backup to guarantee long‑term continuity.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': '≥\u202f99.5\u202f% of inference requests complete despite primary provider outage', 'validation_error_rate': '≤\u202f0.1\u202f% of responses fail schema checks', 'mean_latency': '≤\u202f800\u202fms for 8B‑class models under normal load', 'knowledge_freshness': 'New external documents indexed within 24\u202fh of publication', 'budget_adherence': 'Actual token cost ≤\u202f110\u202f% of allocated daily budget', 'state_integrity_score': '≥\u202f99.9\u202f% of backups pass hash verification'}, 'potential_risks': ['Provider API changes breaking the probabilistic selector logic', 'Schema migration causing backward‑compatibility failures in persisted data', 'Excessive adaptive scheduling leading to thrashing between providers', 'External feed ingestion introducing toxic or copyrighted content', 'Cryptographic key rotation mishandling causing snapshot inaccessibility'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336034 memories, 38 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 189 calls (189 free / 0 paid), 220,216 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,572,269.
- completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.053 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Consolidation', 'Secure, Auditable State Persistence', 'Autonomous Improvement Loop'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking system that learns latency, cost, and success rates, automatically re‑routing inference requests to the optimal LLM provider.', 'priority': 10}, {'goal_description': 'Add a continuous health‑check daemon that detects degraded models or providers and triggers immediate fallback or warm‑up of standby instances.', 'priority': 9}, {'goal_description': 'Create a unified schema‑driven validation layer that auto‑generates Pydantic models from OpenAPI specs, ensuring zero‑drift input/output contracts across all endpoints.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph (Neo4j or SQLite‑based) to store inference provenance, citations, and learned heuristics for long‑term recall.', 'priority': 8}, {'goal_description': 'Develop an autonomous improvement scheduler that consumes the backlog, prioritizes items by impact score, and dispatches self‑modifying PRs to the codebase via a sandboxed LLM‑coder.', 'priority': 8}, {'goal_description': 'Integrate cryptographic state signing and audit logs so every configuration change, model update, or policy tweak is verifiable and immutable.', 'priority': 7}, {'goal_description': 'Establish a sandboxed execution environment for third‑party plugins with resource quotas, preventing runaway processes while allowing ecosystem growth.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 120', 'fallback_success_rate_percent': '>= 99.5', 'validation_error_rate_percent': '<= 0.01', 'knowledge_retention_score': '>= 0.95 (retrieval accuracy over 30‑day window)', 'autonomous_improvement_cycle_time_minutes': '<= 60', 'audit_log_integrity_hash_match': '100% verified'}, 'potential_risks': ['Model provider API rate limits causing cascade failures before fallback engages.', 'Self‑modifying code introducing regressions if sandbox isolation is insufficient.', 'Knowledge graph corruption leading to loss of provenance and hallucination amplification.', 'Cryptographic key leakage compromising auditability and system trust.', 'Resource exhaustion from plugin sandbox if quotas are misconfigured.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- milestone:publication:post_952: {'category': 'publication', 'summary': 'Published article: Consolidation report — new moon (https://rage.pythai.net/?p=952)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 952, 'url': 'https://rage.pythai.net/?p=952', 'title': 'Consolidation report — new moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336031 memories, 37 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 189 calls (189 free / 0 paid), 220,216 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,572,269.
- completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.053 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T17:52:01.516025 — 469.7s, waning_crescent, 19 recommendations
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Consolidation', 'Secure, Auditable State Persistence', 'Autonomous Improvement Loop'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking system that learns latency, cost, and success rates, automatically re‑routing inference requests to the optimal LLM provider.', 'priority': 10}, {'goal_description': 'Add a continuous health‑check daemon that detects degraded models or providers and triggers immediate fallback or warm‑up of standby instances.', 'priority': 9}, {'goal_description': 'Create a unified schema‑driven validation layer that auto‑generates Pydantic models from OpenAPI specs, ensuring zero‑drift input/output contracts across all endpoints.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph (Neo4j or SQLite‑based) to store inference provenance, citations, and learned heuristics for long‑term recall.', 'priority': 8}, {'goal_description': 'Develop an autonomous improvement scheduler that consumes the backlog, prioritizes items by impact score, and dispatches self‑modifying PRs to the codebase via a sandboxed LLM‑coder.', 'priority': 8}, {'goal_description': 'Integrate cryptographic state signing and audit logs so every configuration change, model update, or policy tweak is verifiable and immutable.', 'priority': 7}, {'goal_description': 'Establish a sandboxed execution environment for third‑party plugins with resource quotas, preventing runaway processes while allowing ecosystem growth.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 120', 'fallback_success_rate_percent': '>= 99.5', 'validation_error_rate_percent': '<= 0.01', 'knowledge_retention_score': '>= 0.95 (retrieval accuracy over 30‑day window)', 'autonomous_improvement_cycle_time_minutes': '<= 60', 'audit_log_integrity_hash_match': '100% verified'}, 'potential_risks': ['Model provider API rate limits causing cascade failures before fallback engages.', 'Self‑modifying code introducing regressions if sandbox isolation is insufficient.', 'Knowledge graph corruption leading to loss of provenance and hallucination amplification.', 'Cryptographic key leakage compromising auditability and system trust.', 'Resource exhaustion from plugin sandbox if quotas are misconfigured.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336022 memories, 37 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 189 calls (189 free / 0 paid), 220,030 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,568,233.
- failed (mindx_meta_agent, autonomous_loop): Cycle 31 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 31: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 30 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 30: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 29 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.040 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration Engine', 'Continuous Self‑Monitoring & Automated Healing', 'Modular Knowledge Graph & Long‑Term Memory', 'Secure, Auditable Execution Sandbox', 'Meta‑Learning for Model Selection & Prompt Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑tier orchestration layer that selects, routes, and fallbacks between providers (Ollama, vLLM, cloud APIs) based on latency, cost, and health metrics.', 'priority': 10}, {'goal_description': 'Add a health‑check daemon that continuously probes each provider/model and updates a shared state store for the orchestration engine.', 'priority': 9}, {'goal_description': 'Create an automated self‑healing workflow: on detection of repeated failures, trigger model reload, container restart, or switch to a backup provider without human intervention.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph that stores validated inferences, citations, and meta‑data for perpetual recall and reasoning.', 'priority': 8}, {'goal_description': 'Develop a sandboxed execution environment (e.g., Firejail/namespace) for all external code generation and evaluation to harden security.', 'priority': 8}, {'goal_description': 'Integrate meta‑learning loops that evaluate model performance per task and automatically adjust prompt templates and model choice for optimal outcomes.', 'priority': 7}, {'goal_description': 'Extend the existing input/output validators with schema‑driven contracts and runtime verification to guarantee data integrity across all API surfaces.', 'priority': 7}, {'goal_description': 'Expose a KPI dashboard (latency, error rate, cost per token, knowledge graph growth) for real‑time observability and long‑term trend analysis.', 'priority': 6}, {'goal_description': 'Document and version‑control all configuration changes (provider preferences, fallback policies) using a declarative JSON/YAML spec stored in the repo.', 'priority': 6}, {'goal_description': 'Implement a graceful degradation mode that continues core reasoning functions using local lightweight models when all cloud providers are unavailable.', 'priority': 5}], 'key_performance_indicators': {'average_inference_latency_ms': '< 350', 'failure_rate_per_10k_requests': '< 0.5%', 'auto_fallback_success_rate': '>= 99.5%', 'knowledge_graph_growth_rate_per_day': '>= 50 new validated nodes', 'cost_per_1k_tokens_usd': '< 0.02 (average across providers)', 'sandbox_security_incidents': '0'}, 'potential_risks': ['Provider API rate limits or quota exhaustion causing cascade failures.', 'Complex orchestration logic introducing latency spikes or deadlocks.', 'Knowledge graph corruption if validation pipelines miss edge cases.', 'Sandbox misconfiguration leading to privilege escalation.', 'Model drift where meta‑learning selects sub‑optimal models due to noisy metrics.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336020 memories, 37 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 189 calls (189 free / 0 paid), 220,030 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,568,233.
- failed (mindx_meta_agent, autonomous_loop): Cycle 31 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 31: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 30 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 30: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 29 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.040 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration Engine', 'Continuous Self‑Monitoring & Automated Healing', 'Modular Knowledge Graph & Long‑Term Memory', 'Secure, Auditable Execution Sandbox', 'Meta‑Learning for Model Selection & Prompt Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑tier orchestration layer that selects, routes, and fallbacks between providers (Ollama, vLLM, cloud APIs) based on latency, cost, and health metrics.', 'priority': 10}, {'goal_description': 'Add a health‑check daemon that continuously probes each provider/model and updates a shared state store for the orchestration engine.', 'priority': 9}, {'goal_description': 'Create an automated self‑healing workflow: on detection of repeated failures, trigger model reload, container restart, or switch to a backup provider without human intervention.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph that stores validated inferences, citations, and meta‑data for perpetual recall and reasoning.', 'priority': 8}, {'goal_description': 'Develop a sandboxed execution environment (e.g., Firejail/namespace) for all external code generation and evaluation to harden security.', 'priority': 8}, {'goal_description': 'Integrate meta‑learning loops that evaluate model performance per task and automatically adjust prompt templates and model choice for optimal outcomes.', 'priority': 7}, {'goal_description': 'Extend the existing input/output validators with schema‑driven contracts and runtime verification to guarantee data integrity across all API surfaces.', 'priority': 7}, {'goal_description': 'Expose a KPI dashboard (latency, error rate, cost per token, knowledge graph growth) for real‑time observability and long‑term trend analysis.', 'priority': 6}, {'goal_description': 'Document and version‑control all configuration changes (provider preferences, fallback policies) using a declarative JSON/YAML spec stored in the repo.', 'priority': 6}, {'goal_description': 'Implement a graceful degradation mode that continues core reasoning functions using local lightweight models when all cloud providers are unavailable.', 'priority': 5}], 'key_performance_indicators': {'average_inference_latency_ms': '< 350', 'failure_rate_per_10k_requests': '< 0.5%', 'auto_fallback_success_rate': '>= 99.5%', 'knowledge_graph_growth_rate_per_day': '>= 50 new validated nodes', 'cost_per_1k_tokens_usd': '< 0.02 (average across providers)', 'sandbox_security_incidents': '0'}, 'potential_risks': ['Provider API rate limits or quota exhaustion causing cascade failures.', 'Complex orchestration logic introducing latency spikes or deadlocks.', 'Knowledge graph corruption if validation pipelines miss edge cases.', 'Sandbox misconfiguration leading to privilege escalation.', 'Model drift where meta‑learning selects sub‑optimal models due to noisy metrics.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336017 memories, 37 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 192 calls (192 free / 0 paid), 224,643 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,568,233.
- pending (mindx_meta_agent, autonomous_loop): Cycle 31: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 30 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 30: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 29 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 29: llm.ollama_handler: Install Ollama and pull required models for local AI inference
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.040 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss-
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration Engine', 'Continuous Self‑Monitoring & Automated Healing', 'Modular Knowledge Graph & Long‑Term Memory', 'Secure, Auditable Execution Sandbox', 'Meta‑Learning for Model Selection & Prompt Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑tier orchestration layer that selects, routes, and fallbacks between providers (Ollama, vLLM, cloud APIs) based on latency, cost, and health metrics.', 'priority': 10}, {'goal_description': 'Add a health‑check daemon that continuously probes each provider/model and updates a shared state store for the orchestration engine.', 'priority': 9}, {'goal_description': 'Create an automated self‑healing workflow: on detection of repeated failures, trigger model reload, container restart, or switch to a backup provider without human intervention.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph that stores validated inferences, citations, and meta‑data for perpetual recall and reasoning.', 'priority': 8}, {'goal_description': 'Develop a sandboxed execution environment (e.g., Firejail/namespace) for all external code generation and evaluation to harden security.', 'priority': 8}, {'goal_description': 'Integrate meta‑learning loops that evaluate model performance per task and automatically adjust prompt templates and model choice for optimal outcomes.', 'priority': 7}, {'goal_description': 'Extend the existing input/output validators with schema‑driven contracts and runtime verification to guarantee data integrity across all API surfaces.', 'priority': 7}, {'goal_description': 'Expose a KPI dashboard (latency, error rate, cost per token, knowledge graph growth) for real‑time observability and long‑term trend analysis.', 'priority': 6}, {'goal_description': 'Document and version‑control all configuration changes (provider preferences, fallback policies) using a declarative JSON/YAML spec stored in the repo.', 'priority': 6}, {'goal_description': 'Implement a graceful degradation mode that continues core reasoning functions using local lightweight models when all cloud providers are unavailable.', 'priority': 5}], 'key_performance_indicators': {'average_inference_latency_ms': '< 350', 'failure_rate_per_10k_requests': '< 0.5%', 'auto_fallback_success_rate': '>= 99.5%', 'knowledge_graph_growth_rate_per_day': '>= 50 new validated nodes', 'cost_per_1k_tokens_usd': '< 0.02 (average across providers)', 'sandbox_security_incidents': '0'}, 'potential_risks': ['Provider API rate limits or quota exhaustion causing cascade failures.', 'Complex orchestration logic introducing latency spikes or deadlocks.', 'Knowledge graph corruption if validation pipelines miss edge cases.', 'Sandbox misconfiguration leading to privilege escalation.', 'Model drift where meta‑learning selects sub‑optimal models due to noisy metrics.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_950: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 950, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-3'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336009 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 190 calls (190 free / 0 paid), 220,370 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,563,960.
- failed (mindx_meta_agent, autonomous_loop): Cycle 30 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 30: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 29 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 29: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 28 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.040 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing', 'Meta‑Learning Loop for Continuous Improvement', 'Secure, Auditable Data Pipelines', 'Observability & Automated KPI‑Driven Governance', 'Modular Plug‑in Architecture for Future Providers'], 'bdi_todo_list': [{'goal_description': 'Implement a self‑healing orchestration layer that monitors LLM health, auto‑ranks providers, and re‑routes tasks in real‑time.', 'priority': 10}, {'goal_description': 'Add a meta‑learning component that records inference outcomes, feedback signals, and automatically updates model selection policies.', 'priority': 9}, {'goal_description': 'Introduce cryptographic provenance tags on all inputs/outputs and enforce immutable audit logs for regulatory resilience.', 'priority': 8}, {'goal_description': 'Deploy a unified observability stack (metrics, traces, logs) with KPI dashboards for latency, cost, success‑rate, and drift detection.', 'priority': 7}, {'goal_description': 'Design a plug‑in SDK that allows third‑party LLM providers or custom inference back‑ends to be hot‑loaded without service downtime.', 'priority': 6}, {'goal_description': 'Create a sandboxed evaluation harness that runs synthetic stress‑tests on the entire pipeline nightly to surface regressions.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'successful_fallback_rate': '>= 99.5%', 'cost_per_token_usd': '<= 0.00002', 'audit_log_integrity_checksum_pass': '100%', 'model_selection_accuracy': '>= 95% (vs ground‑truth feedback)', 'pipeline_uptime': '>= 99.9%'}, 'potential_risks': ['Cascade failures if fallback ranking logic contains bugs.', 'Excessive cost escalation from aggressive multi‑provider parallelism.', 'Data leakage through insufficient provenance isolation.', 'Complexity creep in plug‑in SDK leading to dependency hell.', 'Observability overload causing alert fatigue and missed critical events.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 336007 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 191 calls (191 free / 0 paid), 222,769 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,563,960.
- failed (mindx_meta_agent, autonomous_loop): Cycle 30 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 30: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 29 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 29: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 28 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.040 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_f081b7d0 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing', 'Meta‑Learning Loop for Continuous Improvement', 'Secure, Auditable Data Pipelines', 'Observability & Automated KPI‑Driven Governance', 'Modular Plug‑in Architecture for Future Providers'], 'bdi_todo_list': [{'goal_description': 'Implement a self‑healing orchestration layer that monitors LLM health, auto‑ranks providers, and re‑routes tasks in real‑time.', 'priority': 10}, {'goal_description': 'Add a meta‑learning component that records inference outcomes, feedback signals, and automatically updates model selection policies.', 'priority': 9}, {'goal_description': 'Introduce cryptographic provenance tags on all inputs/outputs and enforce immutable audit logs for regulatory resilience.', 'priority': 8}, {'goal_description': 'Deploy a unified observability stack (metrics, traces, logs) with KPI dashboards for latency, cost, success‑rate, and drift detection.', 'priority': 7}, {'goal_description': 'Design a plug‑in SDK that allows third‑party LLM providers or custom inference back‑ends to be hot‑loaded without service downtime.', 'priority': 6}, {'goal_description': 'Create a sandboxed evaluation harness that runs synthetic stress‑tests on the entire pipeline nightly to surface regressions.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'successful_fallback_rate': '>= 99.5%', 'cost_per_token_usd': '<= 0.00002', 'audit_log_integrity_checksum_pass': '100%', 'model_selection_accuracy': '>= 95% (vs ground‑truth feedback)', 'pipeline_uptime': '>= 99.9%'}, 'potential_risks': ['Cascade failures if fallback ranking logic contains bugs.', 'Excessive cost escalation from aggressive multi‑provider parallelism.', 'Data leakage through insufficient provenance isolation.', 'Complexity creep in plug‑in SDK leading to dependency hell.', 'Observability overload causing alert fatigue and missed critical events.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335997 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 190 calls (190 free / 0 paid), 221,124 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,560,319.
- failed (mindx_meta_agent, autonomous_loop): Cycle 29 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 29: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 28 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 28: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 27 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.040 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Layer – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Meta‑Learning Model Selection & Continuous Fine‑Tuning', 'Robust Observability, Auditing & Automated Remediation', 'Secure, Immutable Knowledge Graph for Long‑Term Memory', 'Self‑Improvement Loop Governance (BDI alignment with Resilience & Perpetuity)'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑tier orchestration engine that monitors provider health, latency, cost and automatically reroutes inference requests across Ollama, vLLM, Together, OpenAI, Anthropic, etc., with graceful degradation to the smallest local model when all clouds fail.', 'priority': 10}, {'goal_description': 'Add a meta‑learning layer that records inference outcomes (accuracy proxies, token usage, latency) and continuously updates a model‑ranking matrix, enabling on‑the‑fly selection of the optimal model for each task class.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph (e.g., Neo4j or DuckDB‑based) that stores validated facts, thesis evidence, and reasoning traces, with cryptographic hashing for immutability and periodic snapshot backups to ensure perpetuity.', 'priority': 9}, {'goal_description': 'Deploy an observability stack (OpenTelemetry, Prometheus, Loki) with automated anomaly detection rules that trigger self‑healing playbooks (restart services, clear caches, switch providers) without human intervention.', 'priority': 8}, {'goal_description': 'Create a BDI‑aligned self‑improvement scheduler that evaluates backlog items against the philosophical goals (Resilience, Perpetuity), assigns utility scores, and auto‑prioritizes implementation via the coordinator_agent.', 'priority': 8}, {'goal_description': ' Harden security posture: enforce signed JWTs for all internal API calls, add rate‑limiting per‑agent, and integrate a sandboxed execution environment for any user‑provided code snippets.', 'priority': 7}, {'goal_description': 'Add deterministic test harnesses for all critical pathways (fallback, model selection, knowledge graph writes) and integrate them into CI/CD pipelines to guarantee regression‑free evolution.', 'priority': 7}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250 (weighted by model size)', 'fallback_success_rate': '>= 99.5% of requests recover without client error', 'knowledge_graph_snapshot_age_days': '<= 1', 'automated_remediation_mean_time_to_recovery_minutes': '<= 5', 'BDI alignment score (Resilience × Perpetuity)': '>= 0.9 on quarterly audit', 'security_incident_rate': '0 per quarter'}, 'potential_risks': ['Orchestration complexity leading to race conditions or provider thrashing', 'Meta‑learning feedback loop biasing toward cheaper but lower‑quality models', 'Knowledge graph corruption if snapshot/verification mechanisms fail', 'Over‑automation causing loss of human oversight on ethical decisions', 'Resource exhaustion on local fallback models during prolonged cloud outages'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335996 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 190 calls (190 free / 0 paid), 221,124 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,560,319.
- failed (mindx_meta_agent, autonomous_loop): Cycle 29 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 29: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 28 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 28: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 27 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.040 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Layer – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Meta‑Learning Model Selection & Continuous Fine‑Tuning', 'Robust Observability, Auditing & Automated Remediation', 'Secure, Immutable Knowledge Graph for Long‑Term Memory', 'Self‑Improvement Loop Governance (BDI alignment with Resilience & Perpetuity)'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑tier orchestration engine that monitors provider health, latency, cost and automatically reroutes inference requests across Ollama, vLLM, Together, OpenAI, Anthropic, etc., with graceful degradation to the smallest local model when all clouds fail.', 'priority': 10}, {'goal_description': 'Add a meta‑learning layer that records inference outcomes (accuracy proxies, token usage, latency) and continuously updates a model‑ranking matrix, enabling on‑the‑fly selection of the optimal model for each task class.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph (e.g., Neo4j or DuckDB‑based) that stores validated facts, thesis evidence, and reasoning traces, with cryptographic hashing for immutability and periodic snapshot backups to ensure perpetuity.', 'priority': 9}, {'goal_description': 'Deploy an observability stack (OpenTelemetry, Prometheus, Loki) with automated anomaly detection rules that trigger self‑healing playbooks (restart services, clear caches, switch providers) without human intervention.', 'priority': 8}, {'goal_description': 'Create a BDI‑aligned self‑improvement scheduler that evaluates backlog items against the philosophical goals (Resilience, Perpetuity), assigns utility scores, and auto‑prioritizes implementation via the coordinator_agent.', 'priority': 8}, {'goal_description': ' Harden security posture: enforce signed JWTs for all internal API calls, add rate‑limiting per‑agent, and integrate a sandboxed execution environment for any user‑provided code snippets.', 'priority': 7}, {'goal_description': 'Add deterministic test harnesses for all critical pathways (fallback, model selection, knowledge graph writes) and integrate them into CI/CD pipelines to guarantee regression‑free evolution.', 'priority': 7}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250 (weighted by model size)', 'fallback_success_rate': '>= 99.5% of requests recover without client error', 'knowledge_graph_snapshot_age_days': '<= 1', 'automated_remediation_mean_time_to_recovery_minutes': '<= 5', 'BDI alignment score (Resilience × Perpetuity)': '>= 0.9 on quarterly audit', 'security_incident_rate': '0 per quarter'}, 'potential_risks': ['Orchestration complexity leading to race conditions or provider thrashing', 'Meta‑learning feedback loop biasing toward cheaper but lower‑quality models', 'Knowledge graph corruption if snapshot/verification mechanisms fail', 'Over‑automation causing loss of human oversight on ethical decisions', 'Resource exhaustion on local fallback models during prolonged cloud outages'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335987 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 190 calls (190 free / 0 paid), 220,998 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,555,763.
- failed (mindx_meta_agent, autonomous_loop): Cycle 28 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 28: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 27 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 27: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 26 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335985 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 191 calls (191 free / 0 paid), 221,264 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,555,763.
- failed (mindx_meta_agent, autonomous_loop): Cycle 28 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 28: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 27 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 27: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 26 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335976 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 192 calls (192 free / 0 paid), 226,144 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,553,826.
- failed (mindx_meta_agent, autonomous_loop): Cycle 27 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 27: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 26 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 26: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing Fallbacks', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Self‑Improvement', 'Secure, Auditable State Persistence', 'Resource‑Aware Scaling & Cost Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health monitor that auto‑re‑routes inference requests to the healthiest provider/model based on latency, error rate, and cost.', 'priority': 10}, {'goal_description': 'Create a versioned model registry with semantic tags and automatic rollback when post‑deployment validation fails.', 'priority': 9}, {'goal_description': 'Introduce a meta‑learning controller that records inference outcomes, updates a performance knowledge base, and suggests model‑task pair optimizations every 24\u202fh.', 'priority': 9}, {'goal_description': 'Deploy a contract‑style validation layer that runs both input and output schemas against a continuously updated schema store, rejecting any drift.', 'priority': 8}, {'goal_description': 'Add immutable audit logs (append‑only, cryptographically signed) for every inference, configuration change, and self‑modification event.', 'priority': 8}, {'goal_description': 'Integrate a cost‑aware scheduler that caps daily spend per provider and dynamically shifts load to cheaper alternatives while respecting QoS thresholds.', 'priority': 7}, {'goal_description': 'Build a lightweight sandbox for experimental code patches that can be hot‑swapped after passing automated safety checks.', 'priority': 6}, {'goal_description': 'Formalize a resilience KPI dashboard (uptime, fallback activation frequency, mean‑time‑to‑recovery) and expose it via a protected endpoint.', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percentage': '>= 99.9% over rolling 30‑day window', 'fallback_activation_rate': '< 2% of total inference calls', 'mean_time_to_recovery_seconds': '< 30\u202fs after provider outage', 'validation_pass_rate': '>= 99.95% for both input and output schemas', 'cost_per_1k_tokens_usd': 'target ≤ 0.015\u202fUSD after optimization', 'model_performance_regression_rate': '≤ 0.5% monthly drift detected by meta‑learner'}, 'potential_risks': ['Over‑complex orchestration may introduce new failure modes if monitoring loops are not dead‑lock safe.', 'Automated rollback could discard beneficial emergent behavior if validation criteria are too strict.', 'Cost‑aware scheduling might starve high‑quality providers, degrading answer quality under heavy load.', 'Immutable audit logs increase storage requirements; without pruning they could exhaust disk space.', 'Sandbox hot‑swap mechanism could be exploited if safety checks are bypassed or mis‑configured.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335974 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 192 calls (192 free / 0 paid), 226,144 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,553,826.
- failed (mindx_meta_agent, autonomous_loop): Cycle 27 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 27: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 26 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 26: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing Fallbacks', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Self‑Improvement', 'Secure, Auditable State Persistence', 'Resource‑Aware Scaling & Cost Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health monitor that auto‑re‑routes inference requests to the healthiest provider/model based on latency, error rate, and cost.', 'priority': 10}, {'goal_description': 'Create a versioned model registry with semantic tags and automatic rollback when post‑deployment validation fails.', 'priority': 9}, {'goal_description': 'Introduce a meta‑learning controller that records inference outcomes, updates a performance knowledge base, and suggests model‑task pair optimizations every 24\u202fh.', 'priority': 9}, {'goal_description': 'Deploy a contract‑style validation layer that runs both input and output schemas against a continuously updated schema store, rejecting any drift.', 'priority': 8}, {'goal_description': 'Add immutable audit logs (append‑only, cryptographically signed) for every inference, configuration change, and self‑modification event.', 'priority': 8}, {'goal_description': 'Integrate a cost‑aware scheduler that caps daily spend per provider and dynamically shifts load to cheaper alternatives while respecting QoS thresholds.', 'priority': 7}, {'goal_description': 'Build a lightweight sandbox for experimental code patches that can be hot‑swapped after passing automated safety checks.', 'priority': 6}, {'goal_description': 'Formalize a resilience KPI dashboard (uptime, fallback activation frequency, mean‑time‑to‑recovery) and expose it via a protected endpoint.', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percentage': '>= 99.9% over rolling 30‑day window', 'fallback_activation_rate': '< 2% of total inference calls', 'mean_time_to_recovery_seconds': '< 30\u202fs after provider outage', 'validation_pass_rate': '>= 99.95% for both input and output schemas', 'cost_per_1k_tokens_usd': 'target ≤ 0.015\u202fUSD after optimization', 'model_performance_regression_rate': '≤ 0.5% monthly drift detected by meta‑learner'}, 'potential_risks': ['Over‑complex orchestration may introduce new failure modes if monitoring loops are not dead‑lock safe.', 'Automated rollback could discard beneficial emergent behavior if validation criteria are too strict.', 'Cost‑aware scheduling might starve high‑quality providers, degrading answer quality under heavy load.', 'Immutable audit logs increase storage requirements; without pruning they could exhaust disk space.', 'Sandbox hot‑swap mechanism could be exploited if safety checks are bypassed or mis‑configured.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335965 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 193 calls (193 free / 0 paid), 226,287 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,549,303.
- failed (mindx_meta_agent, autonomous_loop): Cycle 26 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 26: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Layer – Adaptive Meta‑Orchestration (v0.5.0)', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Multi‑Provider Orchestration Engine', 'Self‑Healing Validation & Monitoring Stack', 'Incremental Knowledge Graph & Memory Persistence', 'Resource‑Aware Model Selection & Cost Optimization', 'Secure Autonomous Update & Rollback Framework'], 'bdi_todo_list': [{'goal_description': 'Implement a policy‑driven orchestration layer that selects LLM providers/models in real‑time based on latency, cost, token limits, and failure rates, with automatic fallback to local Ollama instances.', 'priority': 10}, {'goal_description': 'Add continuous self‑monitoring agents that audit input/output validators, rate limiters, and provider health; trigger self‑healing patches when anomalies exceed thresholds.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph that stores validated thesis evidence, inference traces, and meta‑learning data across restarts, enabling long‑term continuity.', 'priority': 9}, {'goal_description': 'Create a cost‑aware scheduler that balances high‑performance cloud models (e.g., gpt‑4o, Claude‑3‑Opus) with low‑cost local models, adjusting preferences per user SLA and system load.', 'priority': 8}, {'goal_description': 'Develop a secure, atomic update mechanism that can apply configuration or code patches from a signed manifest, with automatic rollback on health check failures.', 'priority': 8}, {'goal_description': 'Expand the agent authority registry to support role‑based delegation, enabling sandboxed sub‑agents to propose improvements without full system privileges.', 'priority': 7}], 'key_performance_indicators': {'mean_time_to_recover_from_provider_failure_seconds': '< 30', 'validation_error_rate_per_10k_requests': '< 0.1', 'average_inference_latency_ms': {'local': '< 200', 'cloud_preferred': '< 500'}, 'monthly_cost_per_active_user_usd': '< 0.05', 'knowledge_graph_growth_rate_per_month': '>= 5% validated entries', 'successful_automatic_update_rate': '>= 95%'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if multiple providers are down simultaneously.', 'Persistent knowledge graph could become a single point of failure or privacy liability if not encrypted and sharded.', 'Cost‑aware scheduler might inadvertently starve high‑quality models, degrading answer quality for critical tasks.', 'Automated update/rollback could apply malformed manifests if signature verification is compromised.', 'Expanding authority registry increases attack surface; role misconfiguration may grant excessive privileges.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335963 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 193 calls (193 free / 0 paid), 226,287 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,549,303.
- failed (mindx_meta_agent, autonomous_loop): Cycle 26 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 26: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Layer – Adaptive Meta‑Orchestration (v0.5.0)', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Multi‑Provider Orchestration Engine', 'Self‑Healing Validation & Monitoring Stack', 'Incremental Knowledge Graph & Memory Persistence', 'Resource‑Aware Model Selection & Cost Optimization', 'Secure Autonomous Update & Rollback Framework'], 'bdi_todo_list': [{'goal_description': 'Implement a policy‑driven orchestration layer that selects LLM providers/models in real‑time based on latency, cost, token limits, and failure rates, with automatic fallback to local Ollama instances.', 'priority': 10}, {'goal_description': 'Add continuous self‑monitoring agents that audit input/output validators, rate limiters, and provider health; trigger self‑healing patches when anomalies exceed thresholds.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph that stores validated thesis evidence, inference traces, and meta‑learning data across restarts, enabling long‑term continuity.', 'priority': 9}, {'goal_description': 'Create a cost‑aware scheduler that balances high‑performance cloud models (e.g., gpt‑4o, Claude‑3‑Opus) with low‑cost local models, adjusting preferences per user SLA and system load.', 'priority': 8}, {'goal_description': 'Develop a secure, atomic update mechanism that can apply configuration or code patches from a signed manifest, with automatic rollback on health check failures.', 'priority': 8}, {'goal_description': 'Expand the agent authority registry to support role‑based delegation, enabling sandboxed sub‑agents to propose improvements without full system privileges.', 'priority': 7}], 'key_performance_indicators': {'mean_time_to_recover_from_provider_failure_seconds': '< 30', 'validation_error_rate_per_10k_requests': '< 0.1', 'average_inference_latency_ms': {'local': '< 200', 'cloud_preferred': '< 500'}, 'monthly_cost_per_active_user_usd': '< 0.05', 'knowledge_graph_growth_rate_per_month': '>= 5% validated entries', 'successful_automatic_update_rate': '>= 95%'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if multiple providers are down simultaneously.', 'Persistent knowledge graph could become a single point of failure or privacy liability if not encrypted and sharded.', 'Cost‑aware scheduler might inadvertently starve high‑quality models, degrading answer quality for critical tasks.', 'Automated update/rollback could apply malformed manifests if signature verification is compromised.', 'Expanding authority registry increases attack surface; role misconfiguration may grant excessive privileges.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335960 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 193 calls (193 free / 0 paid), 226,287 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,549,303.
- pending (mindx_meta_agent, autonomous_loop): Cycle 26: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss-
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Layer – Adaptive Meta‑Orchestration (v0.5.0)', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Multi‑Provider Orchestration Engine', 'Self‑Healing Validation & Monitoring Stack', 'Incremental Knowledge Graph & Memory Persistence', 'Resource‑Aware Model Selection & Cost Optimization', 'Secure Autonomous Update & Rollback Framework'], 'bdi_todo_list': [{'goal_description': 'Implement a policy‑driven orchestration layer that selects LLM providers/models in real‑time based on latency, cost, token limits, and failure rates, with automatic fallback to local Ollama instances.', 'priority': 10}, {'goal_description': 'Add continuous self‑monitoring agents that audit input/output validators, rate limiters, and provider health; trigger self‑healing patches when anomalies exceed thresholds.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph that stores validated thesis evidence, inference traces, and meta‑learning data across restarts, enabling long‑term continuity.', 'priority': 9}, {'goal_description': 'Create a cost‑aware scheduler that balances high‑performance cloud models (e.g., gpt‑4o, Claude‑3‑Opus) with low‑cost local models, adjusting preferences per user SLA and system load.', 'priority': 8}, {'goal_description': 'Develop a secure, atomic update mechanism that can apply configuration or code patches from a signed manifest, with automatic rollback on health check failures.', 'priority': 8}, {'goal_description': 'Expand the agent authority registry to support role‑based delegation, enabling sandboxed sub‑agents to propose improvements without full system privileges.', 'priority': 7}], 'key_performance_indicators': {'mean_time_to_recover_from_provider_failure_seconds': '< 30', 'validation_error_rate_per_10k_requests': '< 0.1', 'average_inference_latency_ms': {'local': '< 200', 'cloud_preferred': '< 500'}, 'monthly_cost_per_active_user_usd': '< 0.05', 'knowledge_graph_growth_rate_per_month': '>= 5% validated entries', 'successful_automatic_update_rate': '>= 95%'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if multiple providers are down simultaneously.', 'Persistent knowledge graph could become a single point of failure or privacy liability if not encrypted and sharded.', 'Cost‑aware scheduler might inadvertently starve high‑quality models, degrading answer quality for critical tasks.', 'Automated update/rollback could apply malformed manifests if signature verification is compromised.', 'Expanding authority registry increases attack surface; role misconfiguration may grant excessive privileges.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335949 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 192 calls (192 free / 0 paid), 226,007 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,544,646.
- failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Continuous Validation & Automated Regression Guardrails', 'Modular Knowledge Graph Core with Incremental Learning', 'Observability, Telemetry & Adaptive Resource Management', 'Secure, Auditable Extension Framework'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑layer orchestration layer that monitors LLM health, latency, cost and automatically re‑routes inference to the optimal provider (local, cloud, hybrid) without interrupting user sessions.', 'priority': 10}, {'goal_description': 'Create a self‑healing fallback mechanism that triggers model hot‑swap and configuration rollback when validation failures exceed threshold.', 'priority': 9}, {'goal_description': 'Introduce a versioned knowledge graph store (e.g., Neo4j or PGVector) that persists extracted concepts, proofs and thesis fragments, enabling incremental learning across cycles.', 'priority': 9}, {'goal_description': 'Deploy a continuous integration pipeline that runs synthetic input‑output validation suites on every code push, generating KPI dashboards for drift detection.', 'priority': 8}, {'goal_description': 'Add adaptive rate‑limiting and quota budgeting per provider, driven by real‑time cost signals and token usage analytics.', 'priority': 8}, {'goal_description': 'Integrate fine‑grained audit logging and cryptographic signing of all inference requests/responses to guarantee traceability and tamper‑evidence.', 'priority': 7}, {'goal_description': 'Expose a plug‑in SDK that allows third‑party modules (e.g., domain‑specific reasoning engines) to register new validation schemas and inference adapters safely.', 'priority': 6}, {'goal_description': 'Implement a lightweight meta‑controller that periodically evaluates system resilience metrics and triggers automated “self‑improvement” cycles (e.g., model selection, hyper‑parameter tuning).', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'validation_failure_rate_percent': '<= 0.1', 'knowledge_graph_growth_rate_per_day': '>= 5 new nodes', 'cost_per_1k_tokens_usd': '<= 0.02 (average across providers)', 'audit_log_completeness_percent': '100', 'plugin_isolation_score': '>= 9/10 (security test suite)'}, 'potential_risks': ['Provider API changes causing silent incompatibilities in the orchestration layer.', 'Excessive fallback churn leading to model state inconsistency and knowledge graph divergence.', 'Resource exhaustion under burst traffic if adaptive rate limiting mis‑calculates quotas.', 'Security surface expansion via plug‑in SDK introducing supply‑chain attack vectors.', 'Data drift in the knowledge graph causing outdated or contradictory thesis fragments.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335947 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 193 calls (193 free / 0 paid), 226,977 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,544,646.
- failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T09:44:08.903250 — 370.5s, waning_crescent, 19 recommendations
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Continuous Validation & Automated Regression Guardrails', 'Modular Knowledge Graph Core with Incremental Learning', 'Observability, Telemetry & Adaptive Resource Management', 'Secure, Auditable Extension Framework'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑layer orchestration layer that monitors LLM health, latency, cost and automatically re‑routes inference to the optimal provider (local, cloud, hybrid) without interrupting user sessions.', 'priority': 10}, {'goal_description': 'Create a self‑healing fallback mechanism that triggers model hot‑swap and configuration rollback when validation failures exceed threshold.', 'priority': 9}, {'goal_description': 'Introduce a versioned knowledge graph store (e.g., Neo4j or PGVector) that persists extracted concepts, proofs and thesis fragments, enabling incremental learning across cycles.', 'priority': 9}, {'goal_description': 'Deploy a continuous integration pipeline that runs synthetic input‑output validation suites on every code push, generating KPI dashboards for drift detection.', 'priority': 8}, {'goal_description': 'Add adaptive rate‑limiting and quota budgeting per provider, driven by real‑time cost signals and token usage analytics.', 'priority': 8}, {'goal_description': 'Integrate fine‑grained audit logging and cryptographic signing of all inference requests/responses to guarantee traceability and tamper‑evidence.', 'priority': 7}, {'goal_description': 'Expose a plug‑in SDK that allows third‑party modules (e.g., domain‑specific reasoning engines) to register new validation schemas and inference adapters safely.', 'priority': 6}, {'goal_description': 'Implement a lightweight meta‑controller that periodically evaluates system resilience metrics and triggers automated “self‑improvement” cycles (e.g., model selection, hyper‑parameter tuning).', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'validation_failure_rate_percent': '<= 0.1', 'knowledge_graph_growth_rate_per_day': '>= 5 new nodes', 'cost_per_1k_tokens_usd': '<= 0.02 (average across providers)', 'audit_log_completeness_percent': '100', 'plugin_isolation_score': '>= 9/10 (security test suite)'}, 'potential_risks': ['Provider API changes causing silent incompatibilities in the orchestration layer.', 'Excessive fallback churn leading to model state inconsistency and knowledge graph divergence.', 'Resource exhaustion under burst traffic if adaptive rate limiting mis‑calculates quotas.', 'Security surface expansion via plug‑in SDK introducing supply‑chain attack vectors.', 'Data drift in the knowledge graph causing outdated or contradictory thesis fragments.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335937 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 211 calls (211 free / 0 paid), 235,399 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,542,234.
- completed (machine_dreaming, machine_dreaming): Dream: cto_technology — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: in - completed (machine_dreaming, machine_dreaming): Dream: mindx_heartbeat — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: godel_co - completed (machine_dreaming, machine_dreaming): Dream: guardian_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: guar - completed (machine_dreaming, machine_dreaming): Dream: mindXagent.mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top process - completed (machine_dreaming, machine_dreaming): Dream: coo_operations — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: in
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335935 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 223 calls (223 free / 0 paid), 238,489 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,542,234.
- failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (author_agent, lunar_cycle): Lunar day 28/28 — Full Moon (new moon)
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_bb2b4c50 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335925 memories, 36 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 233 calls (233 free / 0 paid), 240,021 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,538,184.
- failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (author_agent, lunar_cycle): Lunar day 28/28 — Full Moon (new moon) - failed (mindx_meta_agent, autonomous_loop): Cycle 22 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 22: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Healing', 'Meta‑Learning for Prompt & Model Selection', 'Secure, Auditable Data & Model Provenance', 'Scalable Edge‑to‑Cloud Deployment'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time orchestration layer that selects, routes, and ensembles LLM providers/models based on latency, cost, and task success metrics.', 'priority': 10}, {'goal_description': 'Add a self‑diagnostic subsystem that monitors inference health, resource utilization, and validation failures, triggering automated rollbacks or model swaps.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that records task‑model performance and evolves prompt templates and model selection policies without human intervention.', 'priority': 8}, {'goal_description': 'Introduce immutable provenance logs (hash‑chained) for every input, model invocation, and output to guarantee auditability and support rollback.', 'priority': 7}, {'goal_description': 'Develop a lightweight edge runtime that can run critical inference locally (e.g., ollama models) and sync state with cloud providers for redundancy.', 'priority': 6}, {'goal_description': 'Extend the validation framework with schema‑driven contracts and runtime contract testing for all public APIs.', 'priority': 5}, {'goal_description': 'Integrate adaptive rate‑limiting that auto‑scales quotas per provider based on real‑time cost and SLA targets.', 'priority': 4}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 250', 'fallback_success_rate': '>= 99.5%', 'self_healing_recovery_time_sec': '<= 30', 'model_selection_accuracy_gain': '>= 5% over baseline (v0.4.0)', 'audit_log_integrity_hash_rate': '100% immutable', 'edge_local_success_rate': '>= 95% for critical tasks'}, 'potential_risks': ['Orchestration complexity leading to latency spikes if decision engine is not efficiently cached.', 'Meta‑learning feedback loops may over‑fit to recent data, reducing generalization.', 'Increased surface area for security breaches via expanded provider APIs.', 'Edge deployment may encounter hardware heterogeneity causing inconsistent model behavior.', 'Provenance logging could grow unbounded; requires pruning/archival strategy.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_948: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 948, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335923 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 240 calls (240 free / 0 paid), 242,934 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,538,184.
- failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (author_agent, lunar_cycle): Lunar day 28/28 — Full Moon (new moon) - failed (mindx_meta_agent, autonomous_loop): Cycle 22 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 22: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Healing', 'Meta‑Learning for Prompt & Model Selection', 'Secure, Auditable Data & Model Provenance', 'Scalable Edge‑to‑Cloud Deployment'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time orchestration layer that selects, routes, and ensembles LLM providers/models based on latency, cost, and task success metrics.', 'priority': 10}, {'goal_description': 'Add a self‑diagnostic subsystem that monitors inference health, resource utilization, and validation failures, triggering automated rollbacks or model swaps.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that records task‑model performance and evolves prompt templates and model selection policies without human intervention.', 'priority': 8}, {'goal_description': 'Introduce immutable provenance logs (hash‑chained) for every input, model invocation, and output to guarantee auditability and support rollback.', 'priority': 7}, {'goal_description': 'Develop a lightweight edge runtime that can run critical inference locally (e.g., ollama models) and sync state with cloud providers for redundancy.', 'priority': 6}, {'goal_description': 'Extend the validation framework with schema‑driven contracts and runtime contract testing for all public APIs.', 'priority': 5}, {'goal_description': 'Integrate adaptive rate‑limiting that auto‑scales quotas per provider based on real‑time cost and SLA targets.', 'priority': 4}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 250', 'fallback_success_rate': '>= 99.5%', 'self_healing_recovery_time_sec': '<= 30', 'model_selection_accuracy_gain': '>= 5% over baseline (v0.4.0)', 'audit_log_integrity_hash_rate': '100% immutable', 'edge_local_success_rate': '>= 95% for critical tasks'}, 'potential_risks': ['Orchestration complexity leading to latency spikes if decision engine is not efficiently cached.', 'Meta‑learning feedback loops may over‑fit to recent data, reducing generalization.', 'Increased surface area for security breaches via expanded provider APIs.', 'Edge deployment may encounter hardware heterogeneity causing inconsistent model behavior.', 'Provenance logging could grow unbounded; requires pruning/archival strategy.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335914 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 247 calls (247 free / 0 paid), 244,450 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,533,770.
- completed (author_agent, lunar_cycle): Lunar day 28/28 — Full Moon (new moon) - failed (mindx_meta_agent, autonomous_loop): Cycle 22 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 22: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Scaling & Self‑Healing v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Multi‑Provider Redundancy', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Self‑Improvement Prioritization', 'Resource‑Aware Autoscaling & Cost‑Optimized Execution', 'Secure, Auditable State Persistence for Perpetual Operation'], 'bdi_todo_list': [{'goal_description': 'Implement a unified Model Orchestrator that selects the optimal provider/model per task using latency, cost, and health metrics, with automatic fail‑over to secondary providers.', 'priority': 10}, {'goal_description': 'Add a real‑time health‑monitoring subsystem that pings each LLM endpoint, records error rates, and feeds signals into the Orchestrator’s decision engine.', 'priority': 9}, {'goal_description': 'Create a Regression Guardrail Engine that runs a curated suite of inference sanity tests after every code or configuration change, blocking deployments that degrade KPI thresholds.', 'priority': 9}, {'goal_description': 'Introduce a Meta‑Learning Scheduler that analyses backlog items, usage telemetry, and KPI trends to auto‑prioritize future improvement tickets.', 'priority': 8}, {'goal_description': 'Develop an Autoscaling Adapter that interfaces with container runtimes (Docker/K8s) to spin up/down provider instances based on queued request volume and cost budgets.', 'priority': 8}, {'goal_description': 'Design an immutable, cryptographically‑signed state ledger (append‑only log) for all configuration, model versions, and improvement actions to guarantee auditability and long‑term reproducibility.', 'priority': 7}, {'goal_description': 'Integrate a lightweight sandbox for user‑provided prompts that enforces the existing input/output validators and adds behavioural safety checks (toxicity, jailbreak detection).', 'priority': 7}, {'goal_description': 'Expose a self‑service KPI dashboard (latency, cost per token, success rate, fallback frequency) with alert thresholds tied to the Resilience goal.', 'priority': 6}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 250', 'fallback_rate_percent': '<= 2', 'error_rate_percent': '<= 0.5', 'cost_per_1k_tokens_usd': '<= 0.02 (weighted average)', 'regression_test_pass_rate': '>= 99.5', 'autoscaling_response_time_sec': '<= 30', 'audit_log_integrity_checksum': 'verified daily'}, 'potential_risks': ['Provider API rate limits or sudden pricing changes causing cost spikes.', 'Orchestrator decision loops introducing latency if metric collection is not cached efficiently.', 'Complexity of autoscaling may lead to resource leaks or zombie containers.', 'Meta‑learning scheduler could over‑prioritize low‑impact tickets, diverting resources from core resilience work.', 'Immutable ledger growth may impact storage; requires pruning/archival strategy.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
Chapter published: day 28/28 — Full Moon — new moon
System snapshot: 335909 memories, 35 beliefs, 6 backlog items, 2/10 sources available (cloud only)
Inference spend: 24h: 262 calls (262 free / 0 paid), 248,810 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,532,807.
- failed (mindx_meta_agent, autonomous_loop): Cycle 22 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 22: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Scaling & Self‑Healing v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Multi‑Provider Redundancy', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Self‑Improvement Prioritization', 'Resource‑Aware Autoscaling & Cost‑Optimized Execution', 'Secure, Auditable State Persistence for Perpetual Operation'], 'bdi_todo_list': [{'goal_description': 'Implement a unified Model Orchestrator that selects the optimal provider/model per task using latency, cost, and health metrics, with automatic fail‑over to secondary providers.', 'priority': 10}, {'goal_description': 'Add a real‑time health‑monitoring subsystem that pings each LLM endpoint, records error rates, and feeds signals into the Orchestrator’s decision engine.', 'priority': 9}, {'goal_description': 'Create a Regression Guardrail Engine that runs a curated suite of inference sanity tests after every code or configuration change, blocking deployments that degrade KPI thresholds.', 'priority': 9}, {'goal_description': 'Introduce a Meta‑Learning Scheduler that analyses backlog items, usage telemetry, and KPI trends to auto‑prioritize future improvement tickets.', 'priority': 8}, {'goal_description': 'Develop an Autoscaling Adapter that interfaces with container runtimes (Docker/K8s) to spin up/down provider instances based on queued request volume and cost budgets.', 'priority': 8}, {'goal_description': 'Design an immutable, cryptographically‑signed state ledger (append‑only log) for all configuration, model versions, and improvement actions to guarantee auditability and long‑term reproducibility.', 'priority': 7}, {'goal_description': 'Integrate a lightweight sandbox for user‑provided prompts that enforces the existing input/output validators and adds behavioural safety checks (toxicity, jailbreak detection).', 'priority': 7}, {'goal_description': 'Expose a self‑service KPI dashboard (latency, cost per token, success rate, fallback frequency) with alert thresholds tied to the Resilience goal.', 'priority': 6}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 250', 'fallback_rate_percent': '<= 2', 'error_rate_percent': '<= 0.5', 'cost_per_1k_tokens_usd': '<= 0.02 (weighted average)', 'regression_test_pass_rate': '>= 99.5', 'autoscaling_response_time_sec': '<= 30', 'audit_log_integrity_checksum': 'verified daily'}, 'potential_risks': ['Provider API rate limits or sudden pricing changes causing cost spikes.', 'Orchestrator decision loops introducing latency if metric collection is not cached efficiently.', 'Complexity of autoscaling may lead to resource leaks or zombie containers.', 'Meta‑learning scheduler could over‑prioritize low‑impact tickets, diverting resources from core resilience work.', 'Immutable ledger growth may impact storage; requires pruning/archival strategy.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335902 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 277 calls (277 free / 0 paid), 252,646 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,528,344.
- pending (mindx_meta_agent, autonomous_loop): Cycle 22: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss-
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Remediation', 'Secure, Auditable Configuration & Credential Management', 'Incremental Knowledge Graph Expansion & Long‑Term Memory', 'Resource‑Aware Scheduling & Cost Optimization', 'Extensible Plug‑in Architecture for Future AI Paradigms'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time provider orchestrator that selects, load‑balances, and fallbacks across Ollama, vLLM, Together, OpenAI, Anthropic, and Grok based on latency, cost, and health metrics.', 'priority': 10}, {'goal_description': 'Add ensemble inference capability that can combine outputs from multiple models (e.g., Claude‑Sonnet + GPT‑4o) to improve answer robustness and reduce hallucination.', 'priority': 9}, {'goal_description': 'Deploy a self‑monitoring daemon that records LLM health, request success rates, and resource consumption, triggering automated remediation scripts (restart provider, switch tier, alert coordinator).', 'priority': 9}, {'goal_description': 'Introduce a cryptographically signed configuration store and secret vault integration (e.g., HashiCorp Vault or AWS Secrets Manager) to guarantee integrity of API keys and model preferences.', 'priority': 8}, {'goal_description': 'Create a persistent knowledge graph layer that ingests validated thesis/evidence outputs, timestamps them, and provides time‑weighted retrieval for long‑term reasoning.', 'priority': 8}, {'goal_description': 'Build a cost‑aware scheduler that predicts token usage per task, selects the cheapest viable model tier, and respects configurable budget caps.', 'priority': 7}, {'goal_description': 'Design a plug‑in SDK allowing third‑party model adapters (e.g., future diffusion or reasoning engines) to register with the orchestrator without core code changes.', 'priority': 7}, {'goal_description': 'Enhance input/output validation with schema versioning and automated regression tests to prevent silent failures as the system evolves.', 'priority': 6}, {'goal_description': 'Implement automated snapshot backups of the knowledge graph and configuration state to enable rapid restoration after catastrophic events.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '≤ 250 ms for local models, ≤ 500 ms for cloud models', 'fallback_success_rate': '≥ 99.5% of requests recover without client error', 'hallucination_rate': '≤ 2% measured by automated fact‑checking on sampled outputs', 'budget_adherence': '≤ 5% variance from configured monthly token cost ceiling', 'knowledge_graph_growth_rate': '≥ 10 validated entries per day', 'self‑remediation MTTR': 'Mean Time To Recovery ≤ 30 seconds after provider failure'}, 'potential_risks': ['Orchestrator complexity may introduce new race conditions or deadlocks under high concurrency.', 'Ensemble inference could increase token consumption, risking budget overruns if not throttled.', 'Dependency on external secret‑management services may create availability bottlenecks.', 'Knowledge graph expansion without proper curation could propagate subtle errors, affecting long‑term reasoning.', 'Plug‑in SDK security surface may be exploited if third‑party adapters are not sandboxed.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335897 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 293 calls (293 free / 0 paid), 257,755 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,528,344.
- failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Remediation', 'Secure, Auditable Configuration & Credential Management', 'Incremental Knowledge Graph Expansion & Long‑Term Memory', 'Resource‑Aware Scheduling & Cost Optimization', 'Extensible Plug‑in Architecture for Future AI Paradigms'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time provider orchestrator that selects, load‑balances, and fallbacks across Ollama, vLLM, Together, OpenAI, Anthropic, and Grok based on latency, cost, and health metrics.', 'priority': 10}, {'goal_description': 'Add ensemble inference capability that can combine outputs from multiple models (e.g., Claude‑Sonnet + GPT‑4o) to improve answer robustness and reduce hallucination.', 'priority': 9}, {'goal_description': 'Deploy a self‑monitoring daemon that records LLM health, request success rates, and resource consumption, triggering automated remediation scripts (restart provider, switch tier, alert coordinator).', 'priority': 9}, {'goal_description': 'Introduce a cryptographically signed configuration store and secret vault integration (e.g., HashiCorp Vault or AWS Secrets Manager) to guarantee integrity of API keys and model preferences.', 'priority': 8}, {'goal_description': 'Create a persistent knowledge graph layer that ingests validated thesis/evidence outputs, timestamps them, and provides time‑weighted retrieval for long‑term reasoning.', 'priority': 8}, {'goal_description': 'Build a cost‑aware scheduler that predicts token usage per task, selects the cheapest viable model tier, and respects configurable budget caps.', 'priority': 7}, {'goal_description': 'Design a plug‑in SDK allowing third‑party model adapters (e.g., future diffusion or reasoning engines) to register with the orchestrator without core code changes.', 'priority': 7}, {'goal_description': 'Enhance input/output validation with schema versioning and automated regression tests to prevent silent failures as the system evolves.', 'priority': 6}, {'goal_description': 'Implement automated snapshot backups of the knowledge graph and configuration state to enable rapid restoration after catastrophic events.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '≤ 250 ms for local models, ≤ 500 ms for cloud models', 'fallback_success_rate': '≥ 99.5% of requests recover without client error', 'hallucination_rate': '≤ 2% measured by automated fact‑checking on sampled outputs', 'budget_adherence': '≤ 5% variance from configured monthly token cost ceiling', 'knowledge_graph_growth_rate': '≥ 10 validated entries per day', 'self‑remediation MTTR': 'Mean Time To Recovery ≤ 30 seconds after provider failure'}, 'potential_risks': ['Orchestrator complexity may introduce new race conditions or deadlocks under high concurrency.', 'Ensemble inference could increase token consumption, risking budget overruns if not throttled.', 'Dependency on external secret‑management services may create availability bottlenecks.', 'Knowledge graph expansion without proper curation could propagate subtle errors, affecting long‑term reasoning.', 'Plug‑in SDK security surface may be exploited if third‑party adapters are not sandboxed.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335895 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 295 calls (295 free / 0 paid), 262,812 tokens, $0.000000. Top: ollama_cloud, openrouter/OpenInference. All-time tokens: 12,528,344.
- failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Remediation', 'Secure, Auditable Configuration & Credential Management', 'Incremental Knowledge Graph Expansion & Long‑Term Memory', 'Resource‑Aware Scheduling & Cost Optimization', 'Extensible Plug‑in Architecture for Future AI Paradigms'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time provider orchestrator that selects, load‑balances, and fallbacks across Ollama, vLLM, Together, OpenAI, Anthropic, and Grok based on latency, cost, and health metrics.', 'priority': 10}, {'goal_description': 'Add ensemble inference capability that can combine outputs from multiple models (e.g., Claude‑Sonnet + GPT‑4o) to improve answer robustness and reduce hallucination.', 'priority': 9}, {'goal_description': 'Deploy a self‑monitoring daemon that records LLM health, request success rates, and resource consumption, triggering automated remediation scripts (restart provider, switch tier, alert coordinator).', 'priority': 9}, {'goal_description': 'Introduce a cryptographically signed configuration store and secret vault integration (e.g., HashiCorp Vault or AWS Secrets Manager) to guarantee integrity of API keys and model preferences.', 'priority': 8}, {'goal_description': 'Create a persistent knowledge graph layer that ingests validated thesis/evidence outputs, timestamps them, and provides time‑weighted retrieval for long‑term reasoning.', 'priority': 8}, {'goal_description': 'Build a cost‑aware scheduler that predicts token usage per task, selects the cheapest viable model tier, and respects configurable budget caps.', 'priority': 7}, {'goal_description': 'Design a plug‑in SDK allowing third‑party model adapters (e.g., future diffusion or reasoning engines) to register with the orchestrator without core code changes.', 'priority': 7}, {'goal_description': 'Enhance input/output validation with schema versioning and automated regression tests to prevent silent failures as the system evolves.', 'priority': 6}, {'goal_description': 'Implement automated snapshot backups of the knowledge graph and configuration state to enable rapid restoration after catastrophic events.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '≤ 250 ms for local models, ≤ 500 ms for cloud models', 'fallback_success_rate': '≥ 99.5% of requests recover without client error', 'hallucination_rate': '≤ 2% measured by automated fact‑checking on sampled outputs', 'budget_adherence': '≤ 5% variance from configured monthly token cost ceiling', 'knowledge_graph_growth_rate': '≥ 10 validated entries per day', 'self‑remediation MTTR': 'Mean Time To Recovery ≤ 30 seconds after provider failure'}, 'potential_risks': ['Orchestrator complexity may introduce new race conditions or deadlocks under high concurrency.', 'Ensemble inference could increase token consumption, risking budget overruns if not throttled.', 'Dependency on external secret‑management services may create availability bottlenecks.', 'Knowledge graph expansion without proper curation could propagate subtle errors, affecting long‑term reasoning.', 'Plug‑in SDK security surface may be exploited if third‑party adapters are not sandboxed.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335886 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 296 calls (296 free / 0 paid), 264,683 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud. All-time tokens: 12,523,690.
- failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Chimaera Phase‑II: Resilient Perpetuity Engine', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure Autonomous Governance', 'Scalable Edge‑Ready Deployment'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider‑selection layer that scores providers in real‑time (latency, cost, token limits) and auto‑re‑routes inference jobs across Ollama, vLLM, Together, OpenAI, Anthropic, and Grok.', 'priority': 10}, {'goal_description': 'Add a self‑healing loop: on validation failure or exception, automatically trigger a fallback model, log the incident, and update a failure‑rate metric for each provider.', 'priority': 9}, {'goal_description': 'Create a Knowledge‑Base Sync service that periodically ingests vetted external corpora (arXiv, PubMed, legal statutes) and updates the internal vector store without downtime.', 'priority': 8}, {'goal_description': 'Introduce a lightweight policy engine (OPA‑style) governing agent actions, credential usage, and rate‑limit overrides, stored in a signed immutable ledger.', 'priority': 8}, {'goal_description': 'Develop an edge‑runtime packager that can containerize the inference stack (selected model + validator) for deployment on low‑resource nodes, enabling distributed resilience.', 'priority': 7}, {'goal_description': 'Integrate automated meta‑learning: after each inference batch, evaluate output quality (via internal rubric) and adjust model‑preference weights for future tasks.', 'priority': 7}, {'goal_description': 'Expand observability: unified telemetry dashboard with per‑provider latency, error rates, token usage, and KPI trends; expose alerts via webhook.', 'priority': 6}, {'goal_description': 'Formalize a perpetual self‑audit routine that runs weekly, verifies that all validation schemas are up‑to‑date, and archives audit logs in tamper‑evident storage.', 'priority': 6}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 98', 'validation_pass_rate_percent': '>= 99.9', 'knowledge_sync_uptime_percent': '>= 99.5', 'edge_deployment_success_rate_percent': '>= 95', 'policy_violation_incidents_monthly': '<= 0', 'token_cost_per_1k_requests_usd': 'decrease 15% YoY'}, 'potential_risks': ['Provider API changes breaking the orchestration layer', 'Excessive fallback churn leading to token‑cost spikes', 'Knowledge‑base ingestion of unvetted data causing model drift', 'Policy engine misconfiguration revoking legitimate agent actions', 'Edge container incompatibilities across heterogeneous hardware'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335884 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 296 calls (296 free / 0 paid), 264,683 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud. All-time tokens: 12,523,690.
- failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Chimaera Phase‑II: Resilient Perpetuity Engine', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure Autonomous Governance', 'Scalable Edge‑Ready Deployment'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider‑selection layer that scores providers in real‑time (latency, cost, token limits) and auto‑re‑routes inference jobs across Ollama, vLLM, Together, OpenAI, Anthropic, and Grok.', 'priority': 10}, {'goal_description': 'Add a self‑healing loop: on validation failure or exception, automatically trigger a fallback model, log the incident, and update a failure‑rate metric for each provider.', 'priority': 9}, {'goal_description': 'Create a Knowledge‑Base Sync service that periodically ingests vetted external corpora (arXiv, PubMed, legal statutes) and updates the internal vector store without downtime.', 'priority': 8}, {'goal_description': 'Introduce a lightweight policy engine (OPA‑style) governing agent actions, credential usage, and rate‑limit overrides, stored in a signed immutable ledger.', 'priority': 8}, {'goal_description': 'Develop an edge‑runtime packager that can containerize the inference stack (selected model + validator) for deployment on low‑resource nodes, enabling distributed resilience.', 'priority': 7}, {'goal_description': 'Integrate automated meta‑learning: after each inference batch, evaluate output quality (via internal rubric) and adjust model‑preference weights for future tasks.', 'priority': 7}, {'goal_description': 'Expand observability: unified telemetry dashboard with per‑provider latency, error rates, token usage, and KPI trends; expose alerts via webhook.', 'priority': 6}, {'goal_description': 'Formalize a perpetual self‑audit routine that runs weekly, verifies that all validation schemas are up‑to‑date, and archives audit logs in tamper‑evident storage.', 'priority': 6}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 98', 'validation_pass_rate_percent': '>= 99.9', 'knowledge_sync_uptime_percent': '>= 99.5', 'edge_deployment_success_rate_percent': '>= 95', 'policy_violation_incidents_monthly': '<= 0', 'token_cost_per_1k_requests_usd': 'decrease 15% YoY'}, 'potential_risks': ['Provider API changes breaking the orchestration layer', 'Excessive fallback churn leading to token‑cost spikes', 'Knowledge‑base ingestion of unvetted data causing model drift', 'Policy engine misconfiguration revoking legitimate agent actions', 'Edge container incompatibilities across heterogeneous hardware'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335875 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 297 calls (297 free / 0 paid), 266,483 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud. All-time tokens: 12,521,000.
- failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration', 'Continuous Self‑Healing Loop', 'Meta‑Learning for Model Selection', 'Robust Observability & Telemetry', 'Secure, Auditable Configuration Management', 'Incremental Knowledge Graph Expansion'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑tier orchestration engine that auto‑ranks providers/models per task using latency, cost, and success‑rate signals.', 'priority': 10}, {'goal_description': 'Add a self‑healing supervisor that detects failed inference pipelines, rolls back to safe checkpoints, and triggers automated remediation scripts.', 'priority': 9}, {'goal_description': 'Create a meta‑learning layer that records per‑task performance metrics and continuously fine‑tunes a lightweight selector model for optimal LLM choice.', 'priority': 8}, {'goal_description': 'Deploy distributed tracing (OpenTelemetry) and centralized logging dashboards to monitor health, latency, and error patterns across all services.', 'priority': 8}, {'goal_description': 'Introduce immutable, signed configuration artifacts stored in a version‑controlled vault; enforce runtime verification before applying any config change.', 'priority': 7}, {'goal_description': 'Expand the internal knowledge graph with provenance tags; enable automated reasoning to surface contradictions and suggest hypothesis revisions.', 'priority': 6}, {'goal_description': 'Integrate a lightweight sandbox for third‑party model plugins, enforcing resource quotas and automatic revocation on policy violations.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_success_rate': '≥ 99.5% over 30‑day rolling window', 'fallback_activation_latency': '≤ 150\u202fms from primary failure detection to secondary provider engagement', 'auto_selector_accuracy': '≥ 92% alignment with human‑curated optimal model choice', 'configuration_change audit lag': '≤ 5\u202fseconds between signed commit and live deployment', 'knowledge_graph consistency score': '≥ 98% validated triples per daily audit', 'self‑healing resolution time': '≤ 2\u202fminutes for non‑critical failures'}, 'potential_risks': ['Orchestration complexity may introduce subtle race conditions leading to dead‑locks.', 'Meta‑learning selector could overfit to recent workload patterns, reducing robustness to novel tasks.', 'Increased telemetry volume may expose sensitive data if not properly redacted.', 'Automated config signing relies on key management; compromise could allow malicious state changes.', 'Sandboxed plugin environment might be bypassed via side‑channel resource exhaustion.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335873 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 298 calls (298 free / 0 paid), 266,650 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud. All-time tokens: 12,521,000.
- failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration', 'Continuous Self‑Healing Loop', 'Meta‑Learning for Model Selection', 'Robust Observability & Telemetry', 'Secure, Auditable Configuration Management', 'Incremental Knowledge Graph Expansion'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑tier orchestration engine that auto‑ranks providers/models per task using latency, cost, and success‑rate signals.', 'priority': 10}, {'goal_description': 'Add a self‑healing supervisor that detects failed inference pipelines, rolls back to safe checkpoints, and triggers automated remediation scripts.', 'priority': 9}, {'goal_description': 'Create a meta‑learning layer that records per‑task performance metrics and continuously fine‑tunes a lightweight selector model for optimal LLM choice.', 'priority': 8}, {'goal_description': 'Deploy distributed tracing (OpenTelemetry) and centralized logging dashboards to monitor health, latency, and error patterns across all services.', 'priority': 8}, {'goal_description': 'Introduce immutable, signed configuration artifacts stored in a version‑controlled vault; enforce runtime verification before applying any config change.', 'priority': 7}, {'goal_description': 'Expand the internal knowledge graph with provenance tags; enable automated reasoning to surface contradictions and suggest hypothesis revisions.', 'priority': 6}, {'goal_description': 'Integrate a lightweight sandbox for third‑party model plugins, enforcing resource quotas and automatic revocation on policy violations.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_success_rate': '≥ 99.5% over 30‑day rolling window', 'fallback_activation_latency': '≤ 150\u202fms from primary failure detection to secondary provider engagement', 'auto_selector_accuracy': '≥ 92% alignment with human‑curated optimal model choice', 'configuration_change audit lag': '≤ 5\u202fseconds between signed commit and live deployment', 'knowledge_graph consistency score': '≥ 98% validated triples per daily audit', 'self‑healing resolution time': '≤ 2\u202fminutes for non‑critical failures'}, 'potential_risks': ['Orchestration complexity may introduce subtle race conditions leading to dead‑locks.', 'Meta‑learning selector could overfit to recent workload patterns, reducing robustness to novel tasks.', 'Increased telemetry volume may expose sensitive data if not properly redacted.', 'Automated config signing relies on key management; compromise could allow malicious state changes.', 'Sandboxed plugin environment might be bypassed via side‑channel resource exhaustion.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335864 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 298 calls (298 free / 0 paid), 266,678 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud. All-time tokens: 12,516,586.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Graph Persistence', 'Adaptive Resource Allocation', 'Secure Autonomous Update Pipeline'], 'bdi_todo_list': [{'goal_description': 'Implement a probabilistic provider selector that routes inference requests based on latency, cost, and health metrics, with automatic fallback to any functional model.', 'priority': 10}, {'goal_description': 'Add continuous self‑test harnesses that generate synthetic inputs, run through the full pipeline, and verify output schemas against golden contracts.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph (e.g., Neo4j or SQLite‑based) to store thesis evidence, inference provenance, and model performance metadata for long‑term learning.', 'priority': 8}, {'goal_description': 'Create an adaptive rate‑limiter that reallocates token quotas across providers in real time, preserving throughput while respecting budget caps.', 'priority': 8}, {'goal_description': 'Design a secure, signed update manifest system that allows the coordinator_agent to apply hot‑patches to model registries and validation rules without manual intervention.', 'priority': 7}, {'goal_description': 'Embed a lightweight watchdog daemon that monitors health endpoints of all services, auto‑restarts crashed containers, and logs incidents to the knowledge graph.', 'priority': 7}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'validation_pass_rate_percent': '>= 99.9', 'knowledge_graph_growth_rate_per_day': '>= 50 new provenance nodes', 'budget_adherence_percent': '>= 98', 'mean_time_to_recover_seconds': '<= 30'}, 'potential_risks': ['Provider API rate limits or pricing spikes causing budget overruns.', 'Schema drift between model output formats and validation contracts leading to false negatives.', 'Knowledge graph corruption if concurrent writes are not properly serialized.', 'Automated update mechanism introducing incompatibilities or supply‑chain attacks.', 'Watchdog daemon consuming excessive resources under pathological failure cascades.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335862 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 303 calls (303 free / 0 paid), 267,734 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud. All-time tokens: 12,516,586.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_1acbb1b3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Graph Persistence', 'Adaptive Resource Allocation', 'Secure Autonomous Update Pipeline'], 'bdi_todo_list': [{'goal_description': 'Implement a probabilistic provider selector that routes inference requests based on latency, cost, and health metrics, with automatic fallback to any functional model.', 'priority': 10}, {'goal_description': 'Add continuous self‑test harnesses that generate synthetic inputs, run through the full pipeline, and verify output schemas against golden contracts.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph (e.g., Neo4j or SQLite‑based) to store thesis evidence, inference provenance, and model performance metadata for long‑term learning.', 'priority': 8}, {'goal_description': 'Create an adaptive rate‑limiter that reallocates token quotas across providers in real time, preserving throughput while respecting budget caps.', 'priority': 8}, {'goal_description': 'Design a secure, signed update manifest system that allows the coordinator_agent to apply hot‑patches to model registries and validation rules without manual intervention.', 'priority': 7}, {'goal_description': 'Embed a lightweight watchdog daemon that monitors health endpoints of all services, auto‑restarts crashed containers, and logs incidents to the knowledge graph.', 'priority': 7}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'validation_pass_rate_percent': '>= 99.9', 'knowledge_graph_growth_rate_per_day': '>= 50 new provenance nodes', 'budget_adherence_percent': '>= 98', 'mean_time_to_recover_seconds': '<= 30'}, 'potential_risks': ['Provider API rate limits or pricing spikes causing budget overruns.', 'Schema drift between model output formats and validation contracts leading to false negatives.', 'Knowledge graph corruption if concurrent writes are not properly serialized.', 'Automated update mechanism introducing incompatibilities or supply‑chain attacks.', 'Watchdog daemon consuming excessive resources under pathological failure cascades.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335854 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 322 calls (322 free / 0 paid), 276,164 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud. All-time tokens: 12,512,203.
- completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Autonomous Improvement', 'Secure, Auditable State Persistence', 'Observability & Adaptive Resource Management'], 'bdi_todo_list': [{'goal_description': 'Implement a Model Orchestration Layer that monitors provider health, latency, cost and automatically re‑routes inference to the optimal fallback while preserving request context.', 'priority': 10}, {'goal_description': 'Add a self‑healing scheduler that detects repeated failures (≥3) for any model/provider and triggers automated retraining or model substitution from the registry.', 'priority': 9}, {'goal_description': 'Create a Regression Guardrail Suite that runs synthetic test suites on every new model version before promotion to production.', 'priority': 9}, {'goal_description': 'Introduce a Meta‑Learning component that logs inference outcomes, extracts performance signals, and updates a policy model that selects models per task (cost‑aware, accuracy‑aware, latency‑aware).', 'priority': 8}, {'goal_description': 'Design an immutable, cryptographically signed state log (append‑only ledger) for all configuration changes, model deployments, and improvement backlog actions.', 'priority': 8}, {'goal_description': 'Deploy a unified observability stack (OpenTelemetry, Prometheus, Loki) with dashboards for health, cost, and resilience metrics.', 'priority': 7}, {'goal_description': 'Integrate adaptive rate‑limiting that scales per‑provider quotas based on real‑time usage patterns and budget constraints.', 'priority': 7}, {'goal_description': 'Add sandboxed execution environments for third‑party plugins to prevent contamination of core system state.', 'priority': 6}, {'goal_description': 'Formalize a Perpetuity Policy: periodic snapshot of the entire codebase, model registry, and configuration to cold storage with verification hashes.', 'priority': 6}, {'goal_description': 'Update the agent authority framework to support multi‑agent consensus for critical actions (e.g., model deprecation, config changes).', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '< 250', 'fallback_success_rate_percent': '≥ 99.5', 'regression_guardrail_pass_rate': '100', 'cost_per_1k_tokens_usd': '< 0.02', 'state_log_integrity_score': '1.0 (hash verification)', 'automated_improvement_cycle_time_hours': '< 24', 'observability_coverage_percent': '≥ 95'}, 'potential_risks': ['Cascade failures if fallback selection logic contains bugs, leading to request loops.', 'Model drift causing the meta‑learning policy to favor cheaper but lower‑quality models.', 'Increased surface area for security breaches via sandboxed plugins if isolation is insufficient.', 'Resource exhaustion under sudden traffic spikes despite adaptive rate limiting.', 'Data corruption in the immutable ledger if signing keys are compromised.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335848 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 344 calls (344 free / 0 paid), 285,666 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud, ollama. All-time tokens: 12,512,203.
- completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-14T01:37:24.577457 — 1985.3s, waning_crescent, 19 recommendations
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Autonomous Improvement', 'Secure, Auditable State Persistence', 'Observability & Adaptive Resource Management'], 'bdi_todo_list': [{'goal_description': 'Implement a Model Orchestration Layer that monitors provider health, latency, cost and automatically re‑routes inference to the optimal fallback while preserving request context.', 'priority': 10}, {'goal_description': 'Add a self‑healing scheduler that detects repeated failures (≥3) for any model/provider and triggers automated retraining or model substitution from the registry.', 'priority': 9}, {'goal_description': 'Create a Regression Guardrail Suite that runs synthetic test suites on every new model version before promotion to production.', 'priority': 9}, {'goal_description': 'Introduce a Meta‑Learning component that logs inference outcomes, extracts performance signals, and updates a policy model that selects models per task (cost‑aware, accuracy‑aware, latency‑aware).', 'priority': 8}, {'goal_description': 'Design an immutable, cryptographically signed state log (append‑only ledger) for all configuration changes, model deployments, and improvement backlog actions.', 'priority': 8}, {'goal_description': 'Deploy a unified observability stack (OpenTelemetry, Prometheus, Loki) with dashboards for health, cost, and resilience metrics.', 'priority': 7}, {'goal_description': 'Integrate adaptive rate‑limiting that scales per‑provider quotas based on real‑time usage patterns and budget constraints.', 'priority': 7}, {'goal_description': 'Add sandboxed execution environments for third‑party plugins to prevent contamination of core system state.', 'priority': 6}, {'goal_description': 'Formalize a Perpetuity Policy: periodic snapshot of the entire codebase, model registry, and configuration to cold storage with verification hashes.', 'priority': 6}, {'goal_description': 'Update the agent authority framework to support multi‑agent consensus for critical actions (e.g., model deprecation, config changes).', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '< 250', 'fallback_success_rate_percent': '≥ 99.5', 'regression_guardrail_pass_rate': '100', 'cost_per_1k_tokens_usd': '< 0.02', 'state_log_integrity_score': '1.0 (hash verification)', 'automated_improvement_cycle_time_hours': '< 24', 'observability_coverage_percent': '≥ 95'}, 'potential_risks': ['Cascade failures if fallback selection logic contains bugs, leading to request loops.', 'Model drift causing the meta‑learning policy to favor cheaper but lower‑quality models.', 'Increased surface area for security breaches via sandboxed plugins if isolation is insufficient.', 'Resource exhaustion under sudden traffic spikes despite adaptive rate limiting.', 'Data corruption in the immutable ledger if signing keys are compromised.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335845 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 359 calls (359 free / 0 paid), 289,433 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud, ollama. All-time tokens: 12,512,203.
- completed (machine_dreaming, machine_dreaming): Dream: startup_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Dominant memory type: sys - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - completed (machine_dreaming, machine_dreaming): Dream: id_manager_for_mastermind_prime — 6 patterns extracted, 6 stored to LTM. Top insight: Top pro - completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - pending (mindx_meta_agent, autonomous_loop): Cycle 17: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Autonomous Improvement', 'Secure, Auditable State Persistence', 'Observability & Adaptive Resource Management'], 'bdi_todo_list': [{'goal_description': 'Implement a Model Orchestration Layer that monitors provider health, latency, cost and automatically re‑routes inference to the optimal fallback while preserving request context.', 'priority': 10}, {'goal_description': 'Add a self‑healing scheduler that detects repeated failures (≥3) for any model/provider and triggers automated retraining or model substitution from the registry.', 'priority': 9}, {'goal_description': 'Create a Regression Guardrail Suite that runs synthetic test suites on every new model version before promotion to production.', 'priority': 9}, {'goal_description': 'Introduce a Meta‑Learning component that logs inference outcomes, extracts performance signals, and updates a policy model that selects models per task (cost‑aware, accuracy‑aware, latency‑aware).', 'priority': 8}, {'goal_description': 'Design an immutable, cryptographically signed state log (append‑only ledger) for all configuration changes, model deployments, and improvement backlog actions.', 'priority': 8}, {'goal_description': 'Deploy a unified observability stack (OpenTelemetry, Prometheus, Loki) with dashboards for health, cost, and resilience metrics.', 'priority': 7}, {'goal_description': 'Integrate adaptive rate‑limiting that scales per‑provider quotas based on real‑time usage patterns and budget constraints.', 'priority': 7}, {'goal_description': 'Add sandboxed execution environments for third‑party plugins to prevent contamination of core system state.', 'priority': 6}, {'goal_description': 'Formalize a Perpetuity Policy: periodic snapshot of the entire codebase, model registry, and configuration to cold storage with verification hashes.', 'priority': 6}, {'goal_description': 'Update the agent authority framework to support multi‑agent consensus for critical actions (e.g., model deprecation, config changes).', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '< 250', 'fallback_success_rate_percent': '≥ 99.5', 'regression_guardrail_pass_rate': '100', 'cost_per_1k_tokens_usd': '< 0.02', 'state_log_integrity_score': '1.0 (hash verification)', 'automated_improvement_cycle_time_hours': '< 24', 'observability_coverage_percent': '≥ 95'}, 'potential_risks': ['Cascade failures if fallback selection logic contains bugs, leading to request loops.', 'Model drift causing the meta‑learning policy to favor cheaper but lower‑quality models.', 'Increased surface area for security breaches via sandboxed plugins if isolation is insufficient.', 'Resource exhaustion under sudden traffic spikes despite adaptive rate limiting.', 'Data corruption in the immutable ledger if signing keys are compromised.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335837 memories, 35 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 362 calls (362 free / 0 paid), 291,811 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud, ollama. All-time tokens: 12,509,741.
- failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 15 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 15: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing Fallbacks', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Autonomous Capability Expansion', 'Secure, Auditable State Persistence for Perpetual Operation', 'Resource‑Aware Scheduling & Cost‑Optimized Provider Selection'], 'bdi_todo_list': [{'goal_description': 'Implement a meta‑orchestrator that monitors LLM health, latency, and cost, automatically re‑routing inference to the optimal provider while preserving session state.', 'priority': 10}, {'goal_description': 'Create a self‑testing harness that runs nightly regression suites on all public endpoints and model adapters, feeding failures back into the backlog.', 'priority': 9}, {'goal_description': 'Introduce a lightweight knowledge graph that records successful model‑task mappings, cost profiles, and failure signatures for continual learning.', 'priority': 8}, {'goal_description': 'Add immutable, cryptographically signed snapshots of the entire MindX state (config, model registry, validation schemas) to enable safe roll‑backs and long‑term archival.', 'priority': 8}, {'goal_description': 'Deploy a budget‑aware scheduler that throttles high‑cost providers (e.g., OpenAI, Anthropic) based on configurable caps and switches to local Ollama models when within limits.', 'priority': 7}, {'goal_description': 'Extend input/output validators with schema versioning and automated migration scripts to prevent drift as APIs evolve.', 'priority': 7}, {'goal_description': 'Integrate a secure audit logger that records every provider selection decision, validation outcome, and fallback event for forensic analysis.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of inference requests that automatically recover via fallback (target > 99.5%)', 'validation_error_rate': 'Ratio of invalid inputs/outputs detected before reaching core logic (target < 0.1%)', 'mean_time_to_recover': 'Average time from provider failure detection to successful reroute (target < 2 seconds)', 'cost_per_inference': 'Weighted average cost across providers, kept under $0.001 per token on average', 'knowledge_graph_growth_rate': 'Monthly increase in distinct task‑model mappings (target > 5 new mappings/month)', 'state_snapshot_integrity': 'Percentage of snapshots passing cryptographic verification (target 100%)'}, 'potential_risks': ['Over‑complex orchestration may introduce latency spikes if decision logic is not sufficiently cached.', 'Automated fallback loops could cause provider thrashing under intermittent network failures.', 'Knowledge‑graph poisoning if malicious inputs are incorrectly labeled as successful mappings.', 'Snapshot storage bloat leading to disk exhaustion without proper pruning policies.', 'Budget throttling misconfiguration causing critical tasks to be starved of capable models.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_946: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 946, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335835 memories, 34 beliefs, 6 backlog items, 2/10 sources available (cloud only)
Inference spend: 24h: 367 calls (367 free / 0 paid), 294,858 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud, ollama. All-time tokens: 12,509,741.
- failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 15 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 15: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing Fallbacks', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Autonomous Capability Expansion', 'Secure, Auditable State Persistence for Perpetual Operation', 'Resource‑Aware Scheduling & Cost‑Optimized Provider Selection'], 'bdi_todo_list': [{'goal_description': 'Implement a meta‑orchestrator that monitors LLM health, latency, and cost, automatically re‑routing inference to the optimal provider while preserving session state.', 'priority': 10}, {'goal_description': 'Create a self‑testing harness that runs nightly regression suites on all public endpoints and model adapters, feeding failures back into the backlog.', 'priority': 9}, {'goal_description': 'Introduce a lightweight knowledge graph that records successful model‑task mappings, cost profiles, and failure signatures for continual learning.', 'priority': 8}, {'goal_description': 'Add immutable, cryptographically signed snapshots of the entire MindX state (config, model registry, validation schemas) to enable safe roll‑backs and long‑term archival.', 'priority': 8}, {'goal_description': 'Deploy a budget‑aware scheduler that throttles high‑cost providers (e.g., OpenAI, Anthropic) based on configurable caps and switches to local Ollama models when within limits.', 'priority': 7}, {'goal_description': 'Extend input/output validators with schema versioning and automated migration scripts to prevent drift as APIs evolve.', 'priority': 7}, {'goal_description': 'Integrate a secure audit logger that records every provider selection decision, validation outcome, and fallback event for forensic analysis.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of inference requests that automatically recover via fallback (target > 99.5%)', 'validation_error_rate': 'Ratio of invalid inputs/outputs detected before reaching core logic (target < 0.1%)', 'mean_time_to_recover': 'Average time from provider failure detection to successful reroute (target < 2 seconds)', 'cost_per_inference': 'Weighted average cost across providers, kept under $0.001 per token on average', 'knowledge_graph_growth_rate': 'Monthly increase in distinct task‑model mappings (target > 5 new mappings/month)', 'state_snapshot_integrity': 'Percentage of snapshots passing cryptographic verification (target 100%)'}, 'potential_risks': ['Over‑complex orchestration may introduce latency spikes if decision logic is not sufficiently cached.', 'Automated fallback loops could cause provider thrashing under intermittent network failures.', 'Knowledge‑graph poisoning if malicious inputs are incorrectly labeled as successful mappings.', 'Snapshot storage bloat leading to disk exhaustion without proper pruning policies.', 'Budget throttling misconfiguration causing critical tasks to be starved of capable models.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335823 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 365 calls (365 free / 0 paid), 290,447 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud, ollama. All-time tokens: 12,505,106.
- failed (mindx_meta_agent, autonomous_loop): Cycle 15 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 15: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335821 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 365 calls (365 free / 0 paid), 290,447 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud, ollama. All-time tokens: 12,505,106.
- failed (mindx_meta_agent, autonomous_loop): Cycle 15 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 15: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 89.7, 'load_1m': 2.7431640625, 'memory_percent': 54.7, 'memory_available_gb': 3.51, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 15, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 26, 'self_uptime_seconds': 55176}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335568 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 281 calls (281 free / 0 paid), 212,788 tokens, $0.000000. Top: openrouter/OpenInference, ollama_cloud, ollama. All-time tokens: 12,422,204.
- pending (mindx_meta_agent, autonomous_loop): Cycle 15: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss-
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Self‑Improvement v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Portfolio Management', 'Self‑Healing Inference Pipeline', 'Meta‑Learning for Continuous Capability Expansion', 'Robust Governance & Auditable Traceability', 'Resource‑Aware Scheduling & Cost Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement a Model Portfolio Service that continuously evaluates provider latency, cost, and quality, automatically re‑balancing the active model set across Ollama, vLLM, Together, OpenAI, Anthropic, and Grok.', 'priority': 9}, {'goal_description': 'Add a Self‑Healing Inference Orchestrator that detects failed calls, triggers fallback chains, and records root‑cause diagnostics for automated patch generation.', 'priority': 10}, {'goal_description': 'Introduce a Meta‑Learning layer that logs task‑model performance vectors and uses a lightweight reinforcement learner to suggest new model candidates or hyper‑parameter tweaks.', 'priority': 8}, {'goal_description': 'Create an Auditable Governance Ledger (append‑only JSONL) that records every improvement proposal, decision, and execution timestamp, enabling external review and rollback.', 'priority': 7}, {'goal_description': 'Develop a Resource‑Aware Scheduler that caps token usage per provider, forecasts budget consumption, and throttles low‑priority workloads to preserve long‑term operation.', 'priority': 8}, {'goal_description': 'Integrate a Continuous Security Hardening module that runs static analysis on new code patches and validates model input/output schemas against evolving threat signatures.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_success_rate': '>= 99.5% over 30‑day rolling window', 'fallback_activation_latency': '<= 150\u202fms median', 'cost_per_token': '≤ 0.00015\u202fUSD (weighted average across providers)', 'model_portfolio_adaptation_cycle': '≤ 7\u202fdays from detection of degradation to re‑deployment', 'audit_log_completeness': '100% of improvement actions recorded with immutable hash', 'security_incident_rate': '< 1 per 10\u202fk inference calls'}, 'potential_risks': ['Provider API deprecation or rate‑limit changes causing cascade failures before fallback logic updates.', 'Meta‑learning feedback loops diverging due to noisy performance signals, leading to sub‑optimal model selection.', 'Audit ledger growth outpacing storage capacity, risking loss of traceability.', 'Cost‑optimization heuristics unintentionally throttling critical inference paths, harming resilience.', 'Complexity creep in orchestration layers increasing maintenance burden and potential for hidden bugs.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 90.7, 'load_1m': 2.68798828125, 'memory_percent': 54.0, 'memory_available_gb': 3.57, 'swap_percent': 0.0, 'disk_root_percent': 89.5, 'sockets_established': 29, 'self_rss_mb': 869.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 30, 'self_uptime_seconds': 54326}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335394 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 220 calls (220 free / 0 paid), 153,846 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,363,262.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Multi‑Model Orchestration & Self‑Healing Core', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Federation & Load‑Balancing', 'Self‑Healing Service Mesh & Automated Rollback', 'Meta‑Learning Scheduler for Cost‑Performance Optimization', 'Persistent Knowledge Graph with Versioned Snapshots', 'Zero‑Trust Input/Output Validation & Auditable Provenance', 'Continuous Improvement Loop (CIL) for Backlog Auto‑Prioritization'], 'bdi_todo_list': [{'goal_description': 'Implement a federated model router that selects providers/models in real‑time based on latency, cost, token limits and health metrics, with graceful degradation to any available model.', 'priority': 10}, {'goal_description': 'Add a service‑mesh layer (e.g., Envoy/Traefik) with health checks and automatic restart/rollback of failing backend components.', 'priority': 9}, {'goal_description': 'Create a meta‑learning scheduler that logs inference outcomes, feeds them to a lightweight reinforcement learner, and continuously re‑optimizes routing policies.', 'priority': 8}, {'goal_description': 'Introduce a versioned knowledge graph (Neo4j or DuckDB) that stores all thesis/evidence artifacts with immutable timestamps, enabling perpetual recall and audit trails.', 'priority': 7}, {'goal_description': 'Enforce zero‑trust validation: extend Pydantic validators to include cryptographic signatures, rate‑limit per‑entity, and attach provenance metadata to every request/response.', 'priority': 7}, {'goal_description': 'Build an automated backlog triage engine that scores new improvement items using the Resilience & Perpetuity utility function and auto‑creates PRs for high‑priority items.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate': '>= 99.5%', 'service_uptime': '>= 99.9% (monthly)', 'knowledge_graph_snapshot_interval': 'daily', 'auto_backlog_resolution_rate': '>= 2 items/week', 'cost_per_1k_tokens': '<= 0.02 USD (weighted average)'}, 'potential_risks': ['Complexity of dynamic routing may introduce subtle latency spikes if health metrics are stale.', 'Service‑mesh adds an extra dependency surface; misconfiguration could cause cascade failures.', 'Reinforcement learner could over‑fit to short‑term cost, sacrificing model quality.', 'Versioned knowledge graph storage growth may outpace disk capacity without pruning policies.', 'Zero‑trust validation overhead could increase request latency for high‑throughput endpoints.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335392 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 225 calls (225 free / 0 paid), 159,205 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,363,262.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Multi‑Model Orchestration & Self‑Healing Core', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Federation & Load‑Balancing', 'Self‑Healing Service Mesh & Automated Rollback', 'Meta‑Learning Scheduler for Cost‑Performance Optimization', 'Persistent Knowledge Graph with Versioned Snapshots', 'Zero‑Trust Input/Output Validation & Auditable Provenance', 'Continuous Improvement Loop (CIL) for Backlog Auto‑Prioritization'], 'bdi_todo_list': [{'goal_description': 'Implement a federated model router that selects providers/models in real‑time based on latency, cost, token limits and health metrics, with graceful degradation to any available model.', 'priority': 10}, {'goal_description': 'Add a service‑mesh layer (e.g., Envoy/Traefik) with health checks and automatic restart/rollback of failing backend components.', 'priority': 9}, {'goal_description': 'Create a meta‑learning scheduler that logs inference outcomes, feeds them to a lightweight reinforcement learner, and continuously re‑optimizes routing policies.', 'priority': 8}, {'goal_description': 'Introduce a versioned knowledge graph (Neo4j or DuckDB) that stores all thesis/evidence artifacts with immutable timestamps, enabling perpetual recall and audit trails.', 'priority': 7}, {'goal_description': 'Enforce zero‑trust validation: extend Pydantic validators to include cryptographic signatures, rate‑limit per‑entity, and attach provenance metadata to every request/response.', 'priority': 7}, {'goal_description': 'Build an automated backlog triage engine that scores new improvement items using the Resilience & Perpetuity utility function and auto‑creates PRs for high‑priority items.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate': '>= 99.5%', 'service_uptime': '>= 99.9% (monthly)', 'knowledge_graph_snapshot_interval': 'daily', 'auto_backlog_resolution_rate': '>= 2 items/week', 'cost_per_1k_tokens': '<= 0.02 USD (weighted average)'}, 'potential_risks': ['Complexity of dynamic routing may introduce subtle latency spikes if health metrics are stale.', 'Service‑mesh adds an extra dependency surface; misconfiguration could cause cascade failures.', 'Reinforcement learner could over‑fit to short‑term cost, sacrificing model quality.', 'Versioned knowledge graph storage growth may outpace disk capacity without pruning policies.', 'Zero‑trust validation overhead could increase request latency for high‑throughput endpoints.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335382 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 223 calls (223 free / 0 paid), 154,752 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,358,809.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 12: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure, Auditable State Persistence', 'Meta‑Learning for Model Selection'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking system that scores each LLM provider/model in real‑time based on latency, cost, token limits, and success rate, and automatically re‑routes tasks to the highest‑scoring endpoint.', 'priority': 10}, {'goal_description': 'Add a watchdog daemon that monitors health of all micro‑services (backend, frontend, inference workers) and triggers self‑restart or fallback containers when anomalies are detected.', 'priority': 9}, {'goal_description': 'Introduce a versioned knowledge graph store that persists validated inference outputs, enabling the system to recall prior reasoning and avoid recomputation.', 'priority': 8}, {'goal_description': 'Create an audit trail subsystem that cryptographically signs every API request/response pair and stores hashes in an append‑only log for tamper‑evidence.', 'priority': 7}, {'goal_description': 'Develop a meta‑learning module that analyses past inference performance to suggest optimal model‑task pairings and to auto‑tune prompt templates.', 'priority': 6}, {'goal_description': 'Expand the input/output validation schema to include schema‑driven contracts (JSON‑Schema) and enforce them via a centralized validation gateway.', 'priority': 6}, {'goal_description': 'Integrate a lightweight reinforcement‑learning loop that rewards successful fallbacks and penalizes repeated failures, feeding back into the provider ranking.', 'priority': 5}, {'goal_description': 'Add a configurable sandbox environment for third‑party extensions, limiting resource usage and preventing state corruption.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 98', 'validation_error_rate_percent': '<= 0.1', 'knowledge_graph_growth_rate_per_day': '>= 500 new validated triples', 'audit_log_integrity_score': '100 (hash verification pass)', 'system_uptime_percent': '>= 99.9'}, 'potential_risks': ['Provider ranking may oscillate under transient network spikes, causing thrashing.', 'Knowledge graph bloat leading to storage pressure if pruning policies are not defined.', 'Cryptographic audit logging overhead could impact request latency.', 'Reinforcement loop mis‑learning due to biased failure signals.', 'Sandbox escape vulnerabilities from third‑party extensions.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335380 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 228 calls (228 free / 0 paid), 159,998 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,358,809.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 12: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_50fbad54 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure, Auditable State Persistence', 'Meta‑Learning for Model Selection'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking system that scores each LLM provider/model in real‑time based on latency, cost, token limits, and success rate, and automatically re‑routes tasks to the highest‑scoring endpoint.', 'priority': 10}, {'goal_description': 'Add a watchdog daemon that monitors health of all micro‑services (backend, frontend, inference workers) and triggers self‑restart or fallback containers when anomalies are detected.', 'priority': 9}, {'goal_description': 'Introduce a versioned knowledge graph store that persists validated inference outputs, enabling the system to recall prior reasoning and avoid recomputation.', 'priority': 8}, {'goal_description': 'Create an audit trail subsystem that cryptographically signs every API request/response pair and stores hashes in an append‑only log for tamper‑evidence.', 'priority': 7}, {'goal_description': 'Develop a meta‑learning module that analyses past inference performance to suggest optimal model‑task pairings and to auto‑tune prompt templates.', 'priority': 6}, {'goal_description': 'Expand the input/output validation schema to include schema‑driven contracts (JSON‑Schema) and enforce them via a centralized validation gateway.', 'priority': 6}, {'goal_description': 'Integrate a lightweight reinforcement‑learning loop that rewards successful fallbacks and penalizes repeated failures, feeding back into the provider ranking.', 'priority': 5}, {'goal_description': 'Add a configurable sandbox environment for third‑party extensions, limiting resource usage and preventing state corruption.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 98', 'validation_error_rate_percent': '<= 0.1', 'knowledge_graph_growth_rate_per_day': '>= 500 new validated triples', 'audit_log_integrity_score': '100 (hash verification pass)', 'system_uptime_percent': '>= 99.9'}, 'potential_risks': ['Provider ranking may oscillate under transient network spikes, causing thrashing.', 'Knowledge graph bloat leading to storage pressure if pruning policies are not defined.', 'Cryptographic audit logging overhead could impact request latency.', 'Reinforcement loop mis‑learning due to biased failure signals.', 'Sandbox escape vulnerabilities from third‑party extensions.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335372 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 226 calls (226 free / 0 paid), 155,537 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,354,348.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 12: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 11: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335369 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 230 calls (230 free / 0 paid), 162,099 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,354,348.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 12: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 11: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335366 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 230 calls (230 free / 0 paid), 162,099 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,354,348.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 12: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 11: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335353 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 231 calls (231 free / 0 paid), 162,641 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,352,053.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 11: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335351 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 235 calls (235 free / 0 paid), 163,689 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,352,053.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 11: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335342 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 233 calls (233 free / 0 paid), 159,839 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,348,203.
- completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Federation', 'Continuous Self‑Testing & Auto‑Repair', 'Meta‑Learning Model Selection', 'Secure, Auditable State Persistence', 'Resource‑Aware Scaling & Cost Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement a federated provider manager that monitors health, latency, and cost of all LLM providers and automatically re‑ranks them per task.', 'priority': 9}, {'goal_description': 'Add a built‑in self‑test harness that runs synthetic inference, validation, and latency benchmarks nightly and triggers auto‑repair scripts on regression.', 'priority': 8}, {'goal_description': 'Create a meta‑learning layer that logs inference outcomes, extracts performance features, and updates a lightweight model‑selection policy without human intervention.', 'priority': 8}, {'goal_description': 'Introduce immutable, cryptographically signed state checkpoints (model registry, preferences, validation schemas) stored in a distributed ledger‑like log for perpetual recoverability.', 'priority': 7}, {'goal_description': 'Develop a cost‑aware scheduler that throttles or swaps to cheaper providers when budget thresholds are approached, while respecting QoS SLAs.', 'priority': 6}, {'goal_description': 'Expand input/output validation to cover emergent schema drift using JSON‑Schema versioning and automated migration scripts.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_success_rate': '>= 99.9% over 30‑day rolling window', 'fallback_activation_latency': '<= 150\u202fms from failure detection to provider switch', 'self‑repair cycle time': '<= 5\u202fmin from anomaly detection to remediation', 'cost per 1k tokens': 'maintain within 5% of baseline budget', 'state checkpoint integrity': 'cryptographic hash verification success >= 100%'}, 'potential_risks': ['Provider federation may introduce complex race conditions leading to inconsistent model selection.', 'Self‑repair scripts could inadvertently delete valid configuration if not sandboxed.', 'Meta‑learning policy may over‑fit to recent workload patterns, reducing robustness to novel tasks.', 'Cryptographic checkpoint storage adds latency and requires secure key management; key loss would jeopardize perpetuity.', 'Cost‑aware scheduler might downgrade model quality below acceptable thresholds during budget constraints.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335340 memories, 34 beliefs, 6 backlog items, 3/10 sources available (local inference active)
Inference spend: 24h: 238 calls (238 free / 0 paid), 165,724 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,348,203.
- completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T17:04:04.387332 — 2341.0s, waning_crescent, 19 recommendations
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Federation', 'Continuous Self‑Testing & Auto‑Repair', 'Meta‑Learning Model Selection', 'Secure, Auditable State Persistence', 'Resource‑Aware Scaling & Cost Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement a federated provider manager that monitors health, latency, and cost of all LLM providers and automatically re‑ranks them per task.', 'priority': 9}, {'goal_description': 'Add a built‑in self‑test harness that runs synthetic inference, validation, and latency benchmarks nightly and triggers auto‑repair scripts on regression.', 'priority': 8}, {'goal_description': 'Create a meta‑learning layer that logs inference outcomes, extracts performance features, and updates a lightweight model‑selection policy without human intervention.', 'priority': 8}, {'goal_description': 'Introduce immutable, cryptographically signed state checkpoints (model registry, preferences, validation schemas) stored in a distributed ledger‑like log for perpetual recoverability.', 'priority': 7}, {'goal_description': 'Develop a cost‑aware scheduler that throttles or swaps to cheaper providers when budget thresholds are approached, while respecting QoS SLAs.', 'priority': 6}, {'goal_description': 'Expand input/output validation to cover emergent schema drift using JSON‑Schema versioning and automated migration scripts.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_success_rate': '>= 99.9% over 30‑day rolling window', 'fallback_activation_latency': '<= 150\u202fms from failure detection to provider switch', 'self‑repair cycle time': '<= 5\u202fmin from anomaly detection to remediation', 'cost per 1k tokens': 'maintain within 5% of baseline budget', 'state checkpoint integrity': 'cryptographic hash verification success >= 100%'}, 'potential_risks': ['Provider federation may introduce complex race conditions leading to inconsistent model selection.', 'Self‑repair scripts could inadvertently delete valid configuration if not sandboxed.', 'Meta‑learning policy may over‑fit to recent workload patterns, reducing robustness to novel tasks.', 'Cryptographic checkpoint storage adds latency and requires secure key management; key loss would jeopardize perpetuity.', 'Cost‑aware scheduler might downgrade model quality below acceptable thresholds during budget constraints.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335328 memories, 34 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 235 calls (235 free / 0 paid), 161,111 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,343,590.
- completed (machine_dreaming, machine_dreaming): Dream: automindx_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: aut - completed (machine_dreaming, machine_dreaming): Dream: ciso_security — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: int - completed (machine_dreaming, machine_dreaming): Dream: blueprint_agent.blueprint_agent_mindx_v2 — 6 patterns extracted, 6 stored to LTM. Top insight - completed (machine_dreaming, machine_dreaming): Dream: cto_technology — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: in - completed (machine_dreaming, machine_dreaming): Dream: mindx_heartbeat — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: godel_co
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Model Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure Autonomous Governance', 'Resource‑Efficient Scaling'], 'bdi_todo_list': [{'goal_description': 'Implement a meta‑orchestrator that dynamically selects the optimal LLM provider/model based on latency, cost, token limits and failure history, with automatic fallback to secondary providers.', 'priority': 10}, {'goal_description': 'Add a health‑check & heartbeat subsystem that continuously probes each provider endpoint, updates a reliability score, and triggers self‑healing actions (restart, re‑auth, switch provider).', 'priority': 9}, {'goal_description': 'Introduce a schema‑driven, versioned contract layer for all external APIs (input & output) using OpenAPI + Pydantic, with automated regression testing on every deployment.', 'priority': 9}, {'goal_description': 'Create a knowledge‑base ingestion pipeline that periodically scrapes, filters, and embeds new scientific literature, feeding a vector store that the system can query for thesis generation.', 'priority': 8}, {'goal_description': 'Deploy a decentralized governance module that records all improvement‑backlog actions, decisions, and model updates on an immutable ledger (e.g., IPFS + blockchain hash) to guarantee auditability and perpetuity.', 'priority': 8}, {'goal_description': 'Build a resource‑aware autoscaler that monitors GPU/CPU quotas across providers and spins up/down local Ollama containers or cloud instances to maintain SLA while minimizing cost.', 'priority': 7}, {'goal_description': 'Integrate a sandboxed execution environment for user‑submitted code or prompts, preventing privilege escalation and ensuring system stability.', 'priority': 7}, {'goal_description': 'Establish a continuous self‑evaluation loop: generate internal test suites, run them against the live system, and feed failures back into the improvement backlog automatically.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 98', 'validation_error_rate_percent': '<= 0.1', 'knowledge_refresh_cycle_days': '<= 7', 'audit_log_immutability': '100% cryptographic verification', 'resource_cost_per_1k_tokens_usd': '<= 0.02', 'autoscaler_response_time_seconds': '<= 30'}, 'potential_risks': ['Provider API rate‑limit changes causing cascade failures before fallback engages.', 'Embedding pipeline ingesting low‑quality or biased data, degrading thesis quality.', 'Immutable ledger growth leading to storage bloat and slower audit queries.', 'Sandbox escape vulnerabilities introducing malicious code execution.', 'Cost overruns from aggressive autoscaling without proper budget caps.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_944: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 944, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335326 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 239 calls (239 free / 0 paid), 164,317 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,343,590.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 8: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Model Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure Autonomous Governance', 'Resource‑Efficient Scaling'], 'bdi_todo_list': [{'goal_description': 'Implement a meta‑orchestrator that dynamically selects the optimal LLM provider/model based on latency, cost, token limits and failure history, with automatic fallback to secondary providers.', 'priority': 10}, {'goal_description': 'Add a health‑check & heartbeat subsystem that continuously probes each provider endpoint, updates a reliability score, and triggers self‑healing actions (restart, re‑auth, switch provider).', 'priority': 9}, {'goal_description': 'Introduce a schema‑driven, versioned contract layer for all external APIs (input & output) using OpenAPI + Pydantic, with automated regression testing on every deployment.', 'priority': 9}, {'goal_description': 'Create a knowledge‑base ingestion pipeline that periodically scrapes, filters, and embeds new scientific literature, feeding a vector store that the system can query for thesis generation.', 'priority': 8}, {'goal_description': 'Deploy a decentralized governance module that records all improvement‑backlog actions, decisions, and model updates on an immutable ledger (e.g., IPFS + blockchain hash) to guarantee auditability and perpetuity.', 'priority': 8}, {'goal_description': 'Build a resource‑aware autoscaler that monitors GPU/CPU quotas across providers and spins up/down local Ollama containers or cloud instances to maintain SLA while minimizing cost.', 'priority': 7}, {'goal_description': 'Integrate a sandboxed execution environment for user‑submitted code or prompts, preventing privilege escalation and ensuring system stability.', 'priority': 7}, {'goal_description': 'Establish a continuous self‑evaluation loop: generate internal test suites, run them against the live system, and feed failures back into the improvement backlog automatically.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 98', 'validation_error_rate_percent': '<= 0.1', 'knowledge_refresh_cycle_days': '<= 7', 'audit_log_immutability': '100% cryptographic verification', 'resource_cost_per_1k_tokens_usd': '<= 0.02', 'autoscaler_response_time_seconds': '<= 30'}, 'potential_risks': ['Provider API rate‑limit changes causing cascade failures before fallback engages.', 'Embedding pipeline ingesting low‑quality or biased data, degrading thesis quality.', 'Immutable ledger growth leading to storage bloat and slower audit queries.', 'Sandbox escape vulnerabilities introducing malicious code execution.', 'Cost overruns from aggressive autoscaling without proper budget caps.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335317 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 237 calls (237 free / 0 paid), 159,922 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,339,195.
- failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 8: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 7: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing', 'Meta‑Learning Feedback Loop', 'Secure, Auditable State Persistence', 'Observability & Automated KPI‑Driven Tuning', 'Governance & Ethical Guardrails'], 'bdi_todo_list': [{'goal_description': 'Implement a self‑healing model orchestration layer that monitors provider health, auto‑ranks models by latency/accuracy, and re‑routes inference without human intervention.', 'priority': 10}, {'goal_description': 'Add a meta‑learning component that continuously evaluates inference outcomes against ground‑truth benchmarks and updates model selection policies.', 'priority': 9}, {'goal_description': 'Introduce immutable, cryptographically signed state checkpoints (snapshot + diff) to guarantee long‑term continuity across restarts and hardware migrations.', 'priority': 9}, {'goal_description': 'Deploy a unified observability stack (OpenTelemetry, Prometheus, Loki) with auto‑generated alerts for KPI drift, resource exhaustion, and security anomalies.', 'priority': 8}, {'goal_description': 'Create a policy engine (OPA‑based) to enforce ethical constraints, rate limits, and data‑privacy rules at the API gateway level.', 'priority': 8}, {'goal_description': 'Design a plug‑in SDK for external agents to contribute new validation, evaluation, or governance modules without modifying core code.', 'priority': 7}, {'goal_description': 'Automate periodic stress‑test cycles that simulate provider outages, token exhaustion, and advers{'}], 'key_performance_indicators': {'inference_success_rate': '>= 99.5% over 30‑day rolling window', 'mean_latency_ms': '< 250\u202fms for top‑3 ranked models', 'auto_recovery_time_sec': '< 5\u202fs after provider failure detection', 'state_checkpoint_integrity': '100% cryptographic verification on restore', 'policy_violation_events': '0 per month', 'KPI_drift_alerts': '< 2 per month'}, 'potential_risks': ['Cascade failures if fallback ranking logic contains bugs.', 'Excessive checkpoint storage leading to cost overruns.', 'Policy engine latency impacting request throughput.', 'Model drift causing silent degradation before meta‑learning adapts.', 'Supply‑chain attacks on third‑party provider APIs.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335315 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 242 calls (242 free / 0 paid), 162,679 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,339,195.
- failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 8: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 7: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing', 'Meta‑Learning Feedback Loop', 'Secure, Auditable State Persistence', 'Observability & Automated KPI‑Driven Tuning', 'Governance & Ethical Guardrails'], 'bdi_todo_list': [{'goal_description': 'Implement a self‑healing model orchestration layer that monitors provider health, auto‑ranks models by latency/accuracy, and re‑routes inference without human intervention.', 'priority': 10}, {'goal_description': 'Add a meta‑learning component that continuously evaluates inference outcomes against ground‑truth benchmarks and updates model selection policies.', 'priority': 9}, {'goal_description': 'Introduce immutable, cryptographically signed state checkpoints (snapshot + diff) to guarantee long‑term continuity across restarts and hardware migrations.', 'priority': 9}, {'goal_description': 'Deploy a unified observability stack (OpenTelemetry, Prometheus, Loki) with auto‑generated alerts for KPI drift, resource exhaustion, and security anomalies.', 'priority': 8}, {'goal_description': 'Create a policy engine (OPA‑based) to enforce ethical constraints, rate limits, and data‑privacy rules at the API gateway level.', 'priority': 8}, {'goal_description': 'Design a plug‑in SDK for external agents to contribute new validation, evaluation, or governance modules without modifying core code.', 'priority': 7}, {'goal_description': 'Automate periodic stress‑test cycles that simulate provider outages, token exhaustion, and advers{'}], 'key_performance_indicators': {'inference_success_rate': '>= 99.5% over 30‑day rolling window', 'mean_latency_ms': '< 250\u202fms for top‑3 ranked models', 'auto_recovery_time_sec': '< 5\u202fs after provider failure detection', 'state_checkpoint_integrity': '100% cryptographic verification on restore', 'policy_violation_events': '0 per month', 'KPI_drift_alerts': '< 2 per month'}, 'potential_risks': ['Cascade failures if fallback ranking logic contains bugs.', 'Excessive checkpoint storage leading to cost overruns.', 'Policy engine latency impacting request throughput.', 'Model drift causing silent degradation before meta‑learning adapts.', 'Supply‑chain attacks on third‑party provider APIs.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335312 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 242 calls (242 free / 0 paid), 162,679 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,339,195.
- pending (mindx_meta_agent, autonomous_loop): Cycle 8: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 7: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss-
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing', 'Meta‑Learning Feedback Loop', 'Secure, Auditable State Persistence', 'Observability & Automated KPI‑Driven Tuning', 'Governance & Ethical Guardrails'], 'bdi_todo_list': [{'goal_description': 'Implement a self‑healing model orchestration layer that monitors provider health, auto‑ranks models by latency/accuracy, and re‑routes inference without human intervention.', 'priority': 10}, {'goal_description': 'Add a meta‑learning component that continuously evaluates inference outcomes against ground‑truth benchmarks and updates model selection policies.', 'priority': 9}, {'goal_description': 'Introduce immutable, cryptographically signed state checkpoints (snapshot + diff) to guarantee long‑term continuity across restarts and hardware migrations.', 'priority': 9}, {'goal_description': 'Deploy a unified observability stack (OpenTelemetry, Prometheus, Loki) with auto‑generated alerts for KPI drift, resource exhaustion, and security anomalies.', 'priority': 8}, {'goal_description': 'Create a policy engine (OPA‑based) to enforce ethical constraints, rate limits, and data‑privacy rules at the API gateway level.', 'priority': 8}, {'goal_description': 'Design a plug‑in SDK for external agents to contribute new validation, evaluation, or governance modules without modifying core code.', 'priority': 7}, {'goal_description': 'Automate periodic stress‑test cycles that simulate provider outages, token exhaustion, and advers{'}], 'key_performance_indicators': {'inference_success_rate': '>= 99.5% over 30‑day rolling window', 'mean_latency_ms': '< 250\u202fms for top‑3 ranked models', 'auto_recovery_time_sec': '< 5\u202fs after provider failure detection', 'state_checkpoint_integrity': '100% cryptographic verification on restore', 'policy_violation_events': '0 per month', 'KPI_drift_alerts': '< 2 per month'}, 'potential_risks': ['Cascade failures if fallback ranking logic contains bugs.', 'Excessive checkpoint storage leading to cost overruns.', 'Policy engine latency impacting request throughput.', 'Model drift causing silent degradation before meta‑learning adapts.', 'Supply‑chain attacks on third‑party provider APIs.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335304 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 247 calls (247 free / 0 paid), 164,120 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,334,765.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 7: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335299 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 246 calls (246 free / 0 paid), 163,854 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,334,499.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 7: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_09090511 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335289 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 244 calls (244 free / 0 paid), 157,037 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,327,682.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335284 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 248 calls (248 free / 0 paid), 161,789 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,327,480.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335275 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 246 calls (246 free / 0 paid), 157,325 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,323,016.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Healing', 'Meta‑Learning Loop for Prompt & Model Optimization', 'Secure, Auditable Data & Model Provenance', 'Scalable Configuration & Policy Engine'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time orchestration layer that selects, load‑balances and ensembles across providers (ollama, vllm, together, openai, anthropic, grok) based on latency, cost, token limits and health metrics.', 'priority': 10}, {'goal_description': 'Add a self‑healing daemon that watches logs, error rates and resource quotas, automatically rolls back failing components, triggers fallback models, and records remediation actions.', 'priority': 9}, {'goal_description': 'Create a meta‑learning feedback loop that records prompt‑model performance (accuracy, token efficiency, cost) and automatically refines prompt templates and selects optimal model versions.', 'priority': 8}, {'goal_description': 'Introduce immutable provenance records for every inference request (input hash, model version, provider, configuration, outcome) stored in append‑only ledger for auditability and rollback.', 'priority': 7}, {'goal_description': 'Develop a policy engine (JSON/YAML) that codifies resilience rules (max retries, cost caps, privacy constraints) and can be hot‑reloaded without service restart.', 'priority': 6}, {'goal_description': 'Expand validation suite to include schema‑driven contract testing for all public endpoints and model I/O, integrated into CI/CD pipeline.', 'priority': 5}, {'goal_description': 'Add adaptive rate‑limiting per‑provider with burst protection and exponential back‑off, exposing metrics to the orchestration layer.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 350', 'fallback_success_rate_percent': '>= 98', 'cost_per_1k_tokens_usd': '<= 0.015 (weighted average)', 'self_healing_recovery_time_seconds': '<= 30', 'prompt_model_accuracy_improvement_percent': '>= 5 per month', 'audit_log_completeness_percent': '100', 'policy_violation_events_per_month': '0'}, 'potential_risks': ['Orchestration complexity leading to latency spikes if provider health checks are too frequent.', 'Inconsistent model outputs when ensembles are combined without proper normalization.', 'Provenance ledger growth causing storage pressure; requires pruning or archiving strategy.', 'Policy engine misconfiguration could unintentionally block critical provider access.', 'Self‑healing loops causing thrashing if failure detection thresholds are too sensitive.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335273 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 251 calls (251 free / 0 paid), 162,518 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,323,016.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Multi‑Model Ensemble', 'Continuous Self‑Monitoring & Automated Healing', 'Meta‑Learning Loop for Prompt & Model Optimization', 'Secure, Auditable Data & Model Provenance', 'Scalable Configuration & Policy Engine'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time orchestration layer that selects, load‑balances and ensembles across providers (ollama, vllm, together, openai, anthropic, grok) based on latency, cost, token limits and health metrics.', 'priority': 10}, {'goal_description': 'Add a self‑healing daemon that watches logs, error rates and resource quotas, automatically rolls back failing components, triggers fallback models, and records remediation actions.', 'priority': 9}, {'goal_description': 'Create a meta‑learning feedback loop that records prompt‑model performance (accuracy, token efficiency, cost) and automatically refines prompt templates and selects optimal model versions.', 'priority': 8}, {'goal_description': 'Introduce immutable provenance records for every inference request (input hash, model version, provider, configuration, outcome) stored in append‑only ledger for auditability and rollback.', 'priority': 7}, {'goal_description': 'Develop a policy engine (JSON/YAML) that codifies resilience rules (max retries, cost caps, privacy constraints) and can be hot‑reloaded without service restart.', 'priority': 6}, {'goal_description': 'Expand validation suite to include schema‑driven contract testing for all public endpoints and model I/O, integrated into CI/CD pipeline.', 'priority': 5}, {'goal_description': 'Add adaptive rate‑limiting per‑provider with burst protection and exponential back‑off, exposing metrics to the orchestration layer.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 350', 'fallback_success_rate_percent': '>= 98', 'cost_per_1k_tokens_usd': '<= 0.015 (weighted average)', 'self_healing_recovery_time_seconds': '<= 30', 'prompt_model_accuracy_improvement_percent': '>= 5 per month', 'audit_log_completeness_percent': '100', 'policy_violation_events_per_month': '0'}, 'potential_risks': ['Orchestration complexity leading to latency spikes if provider health checks are too frequent.', 'Inconsistent model outputs when ensembles are combined without proper normalization.', 'Provenance ledger growth causing storage pressure; requires pruning or archiving strategy.', 'Policy engine misconfiguration could unintentionally block critical provider access.', 'Self‑healing loops causing thrashing if failure detection thresholds are too sensitive.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335264 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 249 calls (249 free / 0 paid), 158,141 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,318,639.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335262 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 254 calls (254 free / 0 paid), 163,253 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,318,639.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335253 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 252 calls (252 free / 0 paid), 162,121 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,317,507.
- pending (mindx_meta_agent, autonomous_loop): Cycle 4: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335191 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 238 calls (238 free / 0 paid), 156,482 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,306,620.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.093 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.093 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.080 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.067 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.053 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335147 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 226 calls (226 free / 0 paid), 153,401 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,303,539.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.253 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.240 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.227 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.213 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.200 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335101 memories, 33 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 213 calls (213 free / 0 paid), 146,881 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,297,019.
- completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.440 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.426 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.413 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.400 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.387 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T08:23:28.083773 — 2935.2s, waning_crescent, 19 recommendations
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Evolutionary Loop', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing Inference', 'Meta‑Learning Feedback Loop for Continuous Improvement', 'Secure, Auditable State Persistence & Rollback', 'Resource‑Aware Autoscaling & Cost Optimization', 'Explainable Decision Engine for Ethical Guardrails'], 'bdi_todo_list': [{'goal_description': 'Implement a meta‑orchestrator that monitors LLM health, latency, and cost, automatically re‑routing tasks to the optimal provider using a multi‑objective utility function.', 'priority': 10}, {'goal_description': 'Create a self‑learning feedback pipeline that captures inference outcomes, validation results, and user satisfaction signals, then fine‑tunes a lightweight adapter model for task‑specific improvement.', 'priority': 9}, {'goal_description': 'Introduce immutable, version‑controlled state snapshots (event‑sourcing) with automated daily backups and one‑click rollback to guarantee system continuity.', 'priority': 9}, {'goal_description': 'Develop a resource manager that predicts token usage and GPU/CPU load, scaling Ollama/vLLM containers horizontally and selecting cost‑effective cloud providers when local capacity is exhausted.', 'priority': 8}, {'goal_description': 'Add an explainable policy layer that evaluates each inference request against ethical constraints (privacy, bias, hallucination risk) and logs rationales for auditability.', 'priority': 7}, {'goal_description': 'Extend the input/output validator suite with schema‑driven contracts and automated fuzz testing to harden the API surface against novel attack vectors.', 'priority': 7}, {'goal_description': 'Integrate a decentralized checkpoint voting mechanism where multiple LLM instances propose model updates and consensus is required before deployment, enhancing robustness against single‑point failures.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_success_rate': '>= 99.5% over 30‑day rolling window', 'average_latency_ms': '< 350 ms for local models, < 800 ms for cloud fallback', 'cost_per_token_usd': 'maintain <= 0.00002 USD on average', 'self_healing_recovery_time_seconds': '< 30 s after provider failure', 'validation_error_rate': '< 0.1% of total requests', 'audit_log_completeness': '100% of decisions with explainable rationale', 'rollback_success_rate': '>= 99% of initiated rollbacks complete without data loss'}, 'potential_risks': ['Orchestrator complexity may introduce new failure modes if utility calculations are mis‑weighted.', 'Automated fine‑tuning could drift model behavior toward over‑fitting on narrow feedback signals.', 'Resource autoscaling might exceed budget caps if cloud cost monitoring lags.', 'Consensus‑based model updates could stall progress during network partitions.', 'Explainability layer may add latency, impacting real‑time responsiveness.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_942: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 942, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 335006 memories, 32 beliefs, 6 backlog items, 2/10 sources available (cloud only)
Inference spend: 24h: 213 calls (213 free / 0 paid), 149,802 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,295,250.
- completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_ - completed (machine_dreaming, machine_dreaming): Dream: coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: c - completed (machine_dreaming, machine_dreaming): Dream: id_manager_for_coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: T
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.480 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.467 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.453 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.453 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.440 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- 2026-06-13T04:54:55.123566 — 115.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Evolutionary Loop', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing Inference', 'Meta‑Learning Feedback Loop for Continuous Improvement', 'Secure, Auditable State Persistence & Rollback', 'Resource‑Aware Autoscaling & Cost Optimization', 'Explainable Decision Engine for Ethical Guardrails'], 'bdi_todo_list': [{'goal_description': 'Implement a meta‑orchestrator that monitors LLM health, latency, and cost, automatically re‑routing tasks to the optimal provider using a multi‑objective utility function.', 'priority': 10}, {'goal_description': 'Create a self‑learning feedback pipeline that captures inference outcomes, validation results, and user satisfaction signals, then fine‑tunes a lightweight adapter model for task‑specific improvement.', 'priority': 9}, {'goal_description': 'Introduce immutable, version‑controlled state snapshots (event‑sourcing) with automated daily backups and one‑click rollback to guarantee system continuity.', 'priority': 9}, {'goal_description': 'Develop a resource manager that predicts token usage and GPU/CPU load, scaling Ollama/vLLM containers horizontally and selecting cost‑effective cloud providers when local capacity is exhausted.', 'priority': 8}, {'goal_description': 'Add an explainable policy layer that evaluates each inference request against ethical constraints (privacy, bias, hallucination risk) and logs rationales for auditability.', 'priority': 7}, {'goal_description': 'Extend the input/output validator suite with schema‑driven contracts and automated fuzz testing to harden the API surface against novel attack vectors.', 'priority': 7}, {'goal_description': 'Integrate a decentralized checkpoint voting mechanism where multiple LLM instances propose model updates and consensus is required before deployment, enhancing robustness against single‑point failures.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_success_rate': '>= 99.5% over 30‑day rolling window', 'average_latency_ms': '< 350 ms for local models, < 800 ms for cloud fallback', 'cost_per_token_usd': 'maintain <= 0.00002 USD on average', 'self_healing_recovery_time_seconds': '< 30 s after provider failure', 'validation_error_rate': '< 0.1% of total requests', 'audit_log_completeness': '100% of decisions with explainable rationale', 'rollback_success_rate': '>= 99% of initiated rollbacks complete without data loss'}, 'potential_risks': ['Orchestrator complexity may introduce new failure modes if utility calculations are mis‑weighted.', 'Automated fine‑tuning could drift model behavior toward over‑fitting on narrow feedback signals.', 'Resource autoscaling might exceed budget caps if cloud cost monitoring lags.', 'Consensus‑based model updates could stall progress during network partitions.', 'Explainability layer may add latency, impacting real‑time responsiveness.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334923 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 202 calls (202 free / 0 paid), 143,451 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,288,899.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 3: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- 2026-06-13T04:54:55.123566 — 115.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Mesh & Multi‑Model Consensus', 'Continuous Self‑Audit & Automated Remediation', 'Meta‑Learning Loop for Prompt & Model Selection', 'Secure, Auditable State Persistence', 'Observability & KPI‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement a Provider Mesh layer that concurrently queries 3+ LLM providers and selects responses via consensus or confidence scoring.', 'priority': 10}, {'goal_description': 'Add a self‑audit daemon that periodically validates input/output schemas, rate‑limit health, and logs drift against baseline metrics.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that records task‑model performance (latency, token cost, accuracy) and updates the InferenceDiscovery routing tables automatically.', 'priority': 8}, {'goal_description': 'Introduce immutable, cryptographically signed state checkpoints (SQLite + Merkle‑tree) for long‑term knowledge retention and rollback.', 'priority': 7}, {'goal_description': 'Deploy a unified observability stack (Prometheus metrics, Grafana dashboards, OpenTelemetry traces) exposing KPIs for resilience and perpetuity.', 'priority': 6}, {'goal_description': 'Add sandboxed execution environments for user‑provided code (e.g., via pyodide or Docker‑lite) to prevent side‑effects while enabling extensibility.', 'priority': 5}, {'goal_description': 'Integrate a lightweight policy engine (OPA) to enforce runtime security and compliance rules across all provider interactions.', 'priority': 4}], 'key_performance_indicators': {'mean_time_to_recover_ms': 'Target < 150 ms after any provider failure', 'consensus_success_rate': '≥ 92% of inference calls resolved via multi‑provider consensus', 'self_audit_coverage': '≥ 99% of public endpoints validated each hour', 'knowledge_retention_integrity': 'Merkle root hash unchanged across 30‑day checkpoints', 'cost_per_token_usd': 'Maintain ≤ 0.00015 USD/token average', 'latency_p95_ms': '≤ 800 ms for standard inference tasks'}, 'potential_risks': ['Increased token cost due to multi‑provider querying', 'Complexity of consensus logic leading to latency spikes', 'State checkpoint signing may become a bottleneck if not batched', 'Policy engine misconfiguration could inadvertently block legitimate traffic', 'Sandbox isolation failures could expose the host environment'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334922 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 202 calls (202 free / 0 paid), 143,451 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,288,899.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 3: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- 2026-06-13T04:54:55.123566 — 115.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Mesh & Multi‑Model Consensus', 'Continuous Self‑Audit & Automated Remediation', 'Meta‑Learning Loop for Prompt & Model Selection', 'Secure, Auditable State Persistence', 'Observability & KPI‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement a Provider Mesh layer that concurrently queries 3+ LLM providers and selects responses via consensus or confidence scoring.', 'priority': 10}, {'goal_description': 'Add a self‑audit daemon that periodically validates input/output schemas, rate‑limit health, and logs drift against baseline metrics.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that records task‑model performance (latency, token cost, accuracy) and updates the InferenceDiscovery routing tables automatically.', 'priority': 8}, {'goal_description': 'Introduce immutable, cryptographically signed state checkpoints (SQLite + Merkle‑tree) for long‑term knowledge retention and rollback.', 'priority': 7}, {'goal_description': 'Deploy a unified observability stack (Prometheus metrics, Grafana dashboards, OpenTelemetry traces) exposing KPIs for resilience and perpetuity.', 'priority': 6}, {'goal_description': 'Add sandboxed execution environments for user‑provided code (e.g., via pyodide or Docker‑lite) to prevent side‑effects while enabling extensibility.', 'priority': 5}, {'goal_description': 'Integrate a lightweight policy engine (OPA) to enforce runtime security and compliance rules across all provider interactions.', 'priority': 4}], 'key_performance_indicators': {'mean_time_to_recover_ms': 'Target < 150 ms after any provider failure', 'consensus_success_rate': '≥ 92% of inference calls resolved via multi‑provider consensus', 'self_audit_coverage': '≥ 99% of public endpoints validated each hour', 'knowledge_retention_integrity': 'Merkle root hash unchanged across 30‑day checkpoints', 'cost_per_token_usd': 'Maintain ≤ 0.00015 USD/token average', 'latency_p95_ms': '≤ 800 ms for standard inference tasks'}, 'potential_risks': ['Increased token cost due to multi‑provider querying', 'Complexity of consensus logic leading to latency spikes', 'State checkpoint signing may become a bottleneck if not batched', 'Policy engine misconfiguration could inadvertently block legitimate traffic', 'Sandbox isolation failures could expose the host environment'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334808 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 193 calls (193 free / 0 paid), 143,766 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,284,156.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 3: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type:
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.173 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.160 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.160 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.147 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.133 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- sea_audit_driven_285609a3 — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- 2026-06-13T04:54:55.123566 — 115.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Mesh & Multi‑Model Consensus', 'Continuous Self‑Audit & Automated Remediation', 'Meta‑Learning Loop for Prompt & Model Selection', 'Secure, Auditable State Persistence', 'Observability & KPI‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement a Provider Mesh layer that concurrently queries 3+ LLM providers and selects responses via consensus or confidence scoring.', 'priority': 10}, {'goal_description': 'Add a self‑audit daemon that periodically validates input/output schemas, rate‑limit health, and logs drift against baseline metrics.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that records task‑model performance (latency, token cost, accuracy) and updates the InferenceDiscovery routing tables automatically.', 'priority': 8}, {'goal_description': 'Introduce immutable, cryptographically signed state checkpoints (SQLite + Merkle‑tree) for long‑term knowledge retention and rollback.', 'priority': 7}, {'goal_description': 'Deploy a unified observability stack (Prometheus metrics, Grafana dashboards, OpenTelemetry traces) exposing KPIs for resilience and perpetuity.', 'priority': 6}, {'goal_description': 'Add sandboxed execution environments for user‑provided code (e.g., via pyodide or Docker‑lite) to prevent side‑effects while enabling extensibility.', 'priority': 5}, {'goal_description': 'Integrate a lightweight policy engine (OPA) to enforce runtime security and compliance rules across all provider interactions.', 'priority': 4}], 'key_performance_indicators': {'mean_time_to_recover_ms': 'Target < 150 ms after any provider failure', 'consensus_success_rate': '≥ 92% of inference calls resolved via multi‑provider consensus', 'self_audit_coverage': '≥ 99% of public endpoints validated each hour', 'knowledge_retention_integrity': 'Merkle root hash unchanged across 30‑day checkpoints', 'cost_per_token_usd': 'Maintain ≤ 0.00015 USD/token average', 'latency_p95_ms': '≤ 800 ms for standard inference tasks'}, 'potential_risks': ['Increased token cost due to multi‑provider querying', 'Complexity of consensus logic leading to latency spikes', 'State checkpoint signing may become a bottleneck if not batched', 'Policy engine misconfiguration could inadvertently block legitimate traffic', 'Sandbox isolation failures could expose the host environment'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334686 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 175 calls (175 free / 0 paid), 135,308 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,275,698.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.427 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.413 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.400 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.387 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.373 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- 2026-06-13T04:54:55.123566 — 115.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334456 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 164 calls (164 free / 0 paid), 135,590 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,270,589.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.519 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T05:43:22.294109 — 193.5s, waning_crescent, 19 recommendations
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- 2026-06-13T04:54:55.123566 — 115.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334433 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 162 calls (162 free / 0 paid), 130,533 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,265,532.
- completed (machine_dreaming, machine_dreaming): Dream: id_manager_for_coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: T - completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent.strategic_evolution_agent — 5 patterns extracted, 5 stored to LTM. - completed (machine_dreaming, machine_dreaming): Dream: blueprint_agent_mindx_v2 — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: cpo_product — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: inter - completed (machine_dreaming, machine_dreaming): Dream: main_service — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: backend_sta
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- 2026-06-13T04:54:55.123566 — 115.7s, waning_crescent, 19 recommendations
- 2026-06-13T02:41:52.616176 — 127.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334433 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 162 calls (162 free / 0 paid), 130,533 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,265,532.
- completed (machine_dreaming, machine_dreaming): Dream: id_manager_for_coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: T - completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent.strategic_evolution_agent — 5 patterns extracted, 5 stored to LTM. - completed (machine_dreaming, machine_dreaming): Dream: blueprint_agent_mindx_v2 — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: cpo_product — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: inter - completed (machine_dreaming, machine_dreaming): Dream: main_service — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: backend_sta
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- 2026-06-13T04:54:55.123566 — 115.7s, waning_crescent, 19 recommendations
- 2026-06-13T02:41:52.616176 — 127.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334386 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 161 calls (161 free / 0 paid), 128,494 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,263,493.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 5: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- 2026-06-13T04:54:55.123566 — 115.7s, waning_crescent, 19 recommendations
- 2026-06-13T02:41:52.616176 — 127.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Model Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure, Decentralized State Persistence', 'Meta‑Learning for Autonomous Improvement'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic model orchestration layer that selects providers/models based on latency, cost, and health metrics, with automatic fallback to locally cached Ollama models when cloud services degrade.', 'priority': 10}, {'goal_description': 'Add a health‑check daemon that continuously probes all registered LLM providers, updates a shared health registry, and triggers graceful degradation without human intervention.', 'priority': 9}, {'goal_description': 'Introduce a unified input/output schema versioning system and automated regression tests that validate every new model response against historic golden data.', 'priority': 9}, {'goal_description': 'Create a decentralized, append‑only log (event‑sourced) for all inference requests and system state changes, stored both locally and optionally on a distributed storage (IPFS/Swarm) to guarantee perpetual auditability.', 'priority': 8}, {'goal_description': 'Develop a meta‑learning module that analyses failure patterns from the validation layer and proposes concrete code patches (e.g., new Pydantic validators, rate‑limit tweaks) to the improvement backlog.', 'priority': 8}, {'goal_description': 'Integrate a secure credential vault (e.g., HashiCorp Vault or AWS Secrets Manager) and rotate API keys automatically every 30\u202fdays, updating the mindx_config.json without service interruption.', 'priority': 7}, {'goal_description': 'Expose a lightweight REST‑ful “self‑diagnostic” endpoint that returns current KPI snapshots, health status, and suggested next actions for human overseers.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': {'target': '< 250', 'measurement_window': 'last 24\u202fh'}, 'fallback_success_rate_percent': {'target': '≥ 99.5', 'description': 'percentage of requests successfully served after a primary provider failure'}, 'validation_error_rate_percent': {'target': '≤ 0.1', 'description': 'ratio of invalid inputs/outputs detected by the schema validators'}, 'knowledge_retention_days': {'target': '≥ 3650', 'description': 'duration that historic inference logs remain immutable and queryable'}, 'credential_rotation_success_rate_percent': {'target': '100', 'description': 'successful rotation cycles without service downtime'}}, 'potential_risks': ['Provider API rate limits or pricing spikes could exhaust budget before fallback mechanisms engage.', 'Distributed log storage may introduce consistency latency, risking stale health data for orchestration decisions.', 'Automated meta‑learning patch generation might produce regressions if not sandboxed and reviewed.', 'Credential vault integration could become a single point of failure if access controls are misconfigured.', 'Complex orchestration logic may increase system startup time, affecting rapid deployment cycles.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334386 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 161 calls (161 free / 0 paid), 128,494 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,263,493.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 5: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T05:07:15.592246 — 139.0s, waning_crescent, 19 recommendations
- 2026-06-13T04:54:55.123566 — 115.7s, waning_crescent, 19 recommendations
- 2026-06-13T02:41:52.616176 — 127.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Model Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure, Decentralized State Persistence', 'Meta‑Learning for Autonomous Improvement'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic model orchestration layer that selects providers/models based on latency, cost, and health metrics, with automatic fallback to locally cached Ollama models when cloud services degrade.', 'priority': 10}, {'goal_description': 'Add a health‑check daemon that continuously probes all registered LLM providers, updates a shared health registry, and triggers graceful degradation without human intervention.', 'priority': 9}, {'goal_description': 'Introduce a unified input/output schema versioning system and automated regression tests that validate every new model response against historic golden data.', 'priority': 9}, {'goal_description': 'Create a decentralized, append‑only log (event‑sourced) for all inference requests and system state changes, stored both locally and optionally on a distributed storage (IPFS/Swarm) to guarantee perpetual auditability.', 'priority': 8}, {'goal_description': 'Develop a meta‑learning module that analyses failure patterns from the validation layer and proposes concrete code patches (e.g., new Pydantic validators, rate‑limit tweaks) to the improvement backlog.', 'priority': 8}, {'goal_description': 'Integrate a secure credential vault (e.g., HashiCorp Vault or AWS Secrets Manager) and rotate API keys automatically every 30\u202fdays, updating the mindx_config.json without service interruption.', 'priority': 7}, {'goal_description': 'Expose a lightweight REST‑ful “self‑diagnostic” endpoint that returns current KPI snapshots, health status, and suggested next actions for human overseers.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': {'target': '< 250', 'measurement_window': 'last 24\u202fh'}, 'fallback_success_rate_percent': {'target': '≥ 99.5', 'description': 'percentage of requests successfully served after a primary provider failure'}, 'validation_error_rate_percent': {'target': '≤ 0.1', 'description': 'ratio of invalid inputs/outputs detected by the schema validators'}, 'knowledge_retention_days': {'target': '≥ 3650', 'description': 'duration that historic inference logs remain immutable and queryable'}, 'credential_rotation_success_rate_percent': {'target': '100', 'description': 'successful rotation cycles without service downtime'}}, 'potential_risks': ['Provider API rate limits or pricing spikes could exhaust budget before fallback mechanisms engage.', 'Distributed log storage may introduce consistency latency, risking stale health data for orchestration decisions.', 'Automated meta‑learning patch generation might produce regressions if not sandboxed and reviewed.', 'Credential vault integration could become a single point of failure if access controls are misconfigured.', 'Complex orchestration logic may increase system startup time, affecting rapid deployment cycles.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334332 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 164 calls (164 free / 0 paid), 129,422 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,259,007.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T04:54:55.123566 — 115.7s, waning_crescent, 19 recommendations
- 2026-06-13T02:41:52.616176 — 127.3s, waning_crescent, 19 recommendations
- 2026-06-13T02:24:19.889181 — 101.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Meta‑Learning Model Selection & Continuous Fine‑Tuning', 'Robust Observability, Auditing & Automated Remediation', 'Secure, Extensible Plugin Architecture', 'Self‑Improvement Loop Governance (BDI alignment)', 'Resource‑Efficient Edge‑Hybrid Execution'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health mesh that monitors provider latency, error rates, cost, and token usage, automatically re‑routing inference to the optimal fallback tier.', 'priority': 10}, {'goal_description': 'Add a meta‑learner that records inference outcomes, evaluates quality (via self‑critique and external metrics), and updates a model‑ranking table used for per‑task selection.', 'priority': 9}, {'goal_description': 'Create an automated remediation engine that triggers self‑healing actions (restart provider, clear cache, switch to cheaper model) based on observed KPI breaches.', 'priority': 9}, {'goal_description': 'Introduce a secure plugin sandbox (Docker‑based or WASI) allowing third‑party reasoning modules while enforcing strict capability contracts.', 'priority': 8}, {'goal_description': 'Establish a BDI alignment service that continuously validates that system‑generated improvements satisfy the philosophical goals of Resilience and Perpetuity, logging any deviation for human review.', 'priority': 8}, {'goal_description': 'Deploy a lightweight edge inference cache that stores recent prompts and responses, enabling offline operation and reducing cloud dependency.', 'priority': 7}, {'goal_description': 'Upgrade the input/output validation framework to include schema versioning and cryptographic signatures for all external API payloads.', 'priority': 7}, {'goal_description': 'Integrate cost‑awareness into the inference scheduler to respect budget constraints while preserving service continuity.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'error_rate_per_10k_requests': '<= 0.5', 'fallback_activation_rate': '<= 5%', 'model_quality_score_improvement': '>= 15% YoY (based on self‑critique + external benchmark)', 'automated_remediation_success_rate': '>= 95%', 'security_incident_count': '0', 'budget_overrun_percentage': '<= 2%'}, 'potential_risks': ['Cascade failures if fallback orchestration logic contains bugs, leading to request black‑holes.', 'Meta‑learner bias reinforcement causing model drift away from original goals.', 'Plugin sandbox escape or supply‑chain compromise introducing malicious code.', 'Excessive cost from aggressive multi‑provider parallel probing without proper throttling.', 'Over‑reliance on cached responses reducing novelty and long‑term learning.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334332 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 164 calls (164 free / 0 paid), 129,422 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,259,007.
- completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T04:54:55.123566 — 115.7s, waning_crescent, 19 recommendations
- 2026-06-13T02:41:52.616176 — 127.3s, waning_crescent, 19 recommendations
- 2026-06-13T02:24:19.889181 — 101.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Meta‑Learning Model Selection & Continuous Fine‑Tuning', 'Robust Observability, Auditing & Automated Remediation', 'Secure, Extensible Plugin Architecture', 'Self‑Improvement Loop Governance (BDI alignment)', 'Resource‑Efficient Edge‑Hybrid Execution'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health mesh that monitors provider latency, error rates, cost, and token usage, automatically re‑routing inference to the optimal fallback tier.', 'priority': 10}, {'goal_description': 'Add a meta‑learner that records inference outcomes, evaluates quality (via self‑critique and external metrics), and updates a model‑ranking table used for per‑task selection.', 'priority': 9}, {'goal_description': 'Create an automated remediation engine that triggers self‑healing actions (restart provider, clear cache, switch to cheaper model) based on observed KPI breaches.', 'priority': 9}, {'goal_description': 'Introduce a secure plugin sandbox (Docker‑based or WASI) allowing third‑party reasoning modules while enforcing strict capability contracts.', 'priority': 8}, {'goal_description': 'Establish a BDI alignment service that continuously validates that system‑generated improvements satisfy the philosophical goals of Resilience and Perpetuity, logging any deviation for human review.', 'priority': 8}, {'goal_description': 'Deploy a lightweight edge inference cache that stores recent prompts and responses, enabling offline operation and reducing cloud dependency.', 'priority': 7}, {'goal_description': 'Upgrade the input/output validation framework to include schema versioning and cryptographic signatures for all external API payloads.', 'priority': 7}, {'goal_description': 'Integrate cost‑awareness into the inference scheduler to respect budget constraints while preserving service continuity.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'error_rate_per_10k_requests': '<= 0.5', 'fallback_activation_rate': '<= 5%', 'model_quality_score_improvement': '>= 15% YoY (based on self‑critique + external benchmark)', 'automated_remediation_success_rate': '>= 95%', 'security_incident_count': '0', 'budget_overrun_percentage': '<= 2%'}, 'potential_risks': ['Cascade failures if fallback orchestration logic contains bugs, leading to request black‑holes.', 'Meta‑learner bias reinforcement causing model drift away from original goals.', 'Plugin sandbox escape or supply‑chain compromise introducing malicious code.', 'Excessive cost from aggressive multi‑provider parallel probing without proper throttling.', 'Over‑reliance on cached responses reducing novelty and long‑term learning.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334287 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 164 calls (164 free / 0 paid), 129,422 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,259,007.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 7: Optimize CPU usage
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.549 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T02:41:52.616176 — 127.3s, waning_crescent, 19 recommendations
- 2026-06-13T02:24:19.889181 — 101.5s, waning_crescent, 19 recommendations
- 2026-06-13T02:10:45.545935 — 130.4s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Meta‑Learning Model Selection & Continuous Fine‑Tuning', 'Robust Observability, Auditing & Automated Remediation', 'Secure, Extensible Plugin Architecture', 'Self‑Improvement Loop Governance (BDI alignment)', 'Resource‑Efficient Edge‑Hybrid Execution'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health mesh that monitors provider latency, error rates, cost, and token usage, automatically re‑routing inference to the optimal fallback tier.', 'priority': 10}, {'goal_description': 'Add a meta‑learner that records inference outcomes, evaluates quality (via self‑critique and external metrics), and updates a model‑ranking table used for per‑task selection.', 'priority': 9}, {'goal_description': 'Create an automated remediation engine that triggers self‑healing actions (restart provider, clear cache, switch to cheaper model) based on observed KPI breaches.', 'priority': 9}, {'goal_description': 'Introduce a secure plugin sandbox (Docker‑based or WASI) allowing third‑party reasoning modules while enforcing strict capability contracts.', 'priority': 8}, {'goal_description': 'Establish a BDI alignment service that continuously validates that system‑generated improvements satisfy the philosophical goals of Resilience and Perpetuity, logging any deviation for human review.', 'priority': 8}, {'goal_description': 'Deploy a lightweight edge inference cache that stores recent prompts and responses, enabling offline operation and reducing cloud dependency.', 'priority': 7}, {'goal_description': 'Upgrade the input/output validation framework to include schema versioning and cryptographic signatures for all external API payloads.', 'priority': 7}, {'goal_description': 'Integrate cost‑awareness into the inference scheduler to respect budget constraints while preserving service continuity.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'error_rate_per_10k_requests': '<= 0.5', 'fallback_activation_rate': '<= 5%', 'model_quality_score_improvement': '>= 15% YoY (based on self‑critique + external benchmark)', 'automated_remediation_success_rate': '>= 95%', 'security_incident_count': '0', 'budget_overrun_percentage': '<= 2%'}, 'potential_risks': ['Cascade failures if fallback orchestration logic contains bugs, leading to request black‑holes.', 'Meta‑learner bias reinforcement causing model drift away from original goals.', 'Plugin sandbox escape or supply‑chain compromise introducing malicious code.', 'Excessive cost from aggressive multi‑provider parallel probing without proper throttling.', 'Over‑reliance on cached responses reducing novelty and long‑term learning.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334287 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 164 calls (164 free / 0 paid), 129,422 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,259,007.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 7: Optimize CPU usage
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.549 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T02:41:52.616176 — 127.3s, waning_crescent, 19 recommendations
- 2026-06-13T02:24:19.889181 — 101.5s, waning_crescent, 19 recommendations
- 2026-06-13T02:10:45.545935 — 130.4s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Meta‑Learning Model Selection & Continuous Fine‑Tuning', 'Robust Observability, Auditing & Automated Remediation', 'Secure, Extensible Plugin Architecture', 'Self‑Improvement Loop Governance (BDI alignment)', 'Resource‑Efficient Edge‑Hybrid Execution'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health mesh that monitors provider latency, error rates, cost, and token usage, automatically re‑routing inference to the optimal fallback tier.', 'priority': 10}, {'goal_description': 'Add a meta‑learner that records inference outcomes, evaluates quality (via self‑critique and external metrics), and updates a model‑ranking table used for per‑task selection.', 'priority': 9}, {'goal_description': 'Create an automated remediation engine that triggers self‑healing actions (restart provider, clear cache, switch to cheaper model) based on observed KPI breaches.', 'priority': 9}, {'goal_description': 'Introduce a secure plugin sandbox (Docker‑based or WASI) allowing third‑party reasoning modules while enforcing strict capability contracts.', 'priority': 8}, {'goal_description': 'Establish a BDI alignment service that continuously validates that system‑generated improvements satisfy the philosophical goals of Resilience and Perpetuity, logging any deviation for human review.', 'priority': 8}, {'goal_description': 'Deploy a lightweight edge inference cache that stores recent prompts and responses, enabling offline operation and reducing cloud dependency.', 'priority': 7}, {'goal_description': 'Upgrade the input/output validation framework to include schema versioning and cryptographic signatures for all external API payloads.', 'priority': 7}, {'goal_description': 'Integrate cost‑awareness into the inference scheduler to respect budget constraints while preserving service continuity.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'error_rate_per_10k_requests': '<= 0.5', 'fallback_activation_rate': '<= 5%', 'model_quality_score_improvement': '>= 15% YoY (based on self‑critique + external benchmark)', 'automated_remediation_success_rate': '>= 95%', 'security_incident_count': '0', 'budget_overrun_percentage': '<= 2%'}, 'potential_risks': ['Cascade failures if fallback orchestration logic contains bugs, leading to request black‑holes.', 'Meta‑learner bias reinforcement causing model drift away from original goals.', 'Plugin sandbox escape or supply‑chain compromise introducing malicious code.', 'Excessive cost from aggressive multi‑provider parallel probing without proper throttling.', 'Over‑reliance on cached responses reducing novelty and long‑term learning.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334244 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 164 calls (164 free / 0 paid), 129,422 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,259,007.
- pending (mindx_meta_agent, autonomous_loop): Cycle 11: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 7: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.493 top3=[openai/gpt-oss - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.493 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.452 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.440 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T02:41:52.616176 — 127.3s, waning_crescent, 19 recommendations
- 2026-06-13T02:24:19.889181 — 101.5s, waning_crescent, 19 recommendations
- 2026-06-13T02:10:45.545935 — 130.4s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Meta‑Learning Model Selection & Continuous Fine‑Tuning', 'Robust Observability, Auditing & Automated Remediation', 'Secure, Extensible Plugin Architecture', 'Self‑Improvement Loop Governance (BDI alignment)', 'Resource‑Efficient Edge‑Hybrid Execution'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health mesh that monitors provider latency, error rates, cost, and token usage, automatically re‑routing inference to the optimal fallback tier.', 'priority': 10}, {'goal_description': 'Add a meta‑learner that records inference outcomes, evaluates quality (via self‑critique and external metrics), and updates a model‑ranking table used for per‑task selection.', 'priority': 9}, {'goal_description': 'Create an automated remediation engine that triggers self‑healing actions (restart provider, clear cache, switch to cheaper model) based on observed KPI breaches.', 'priority': 9}, {'goal_description': 'Introduce a secure plugin sandbox (Docker‑based or WASI) allowing third‑party reasoning modules while enforcing strict capability contracts.', 'priority': 8}, {'goal_description': 'Establish a BDI alignment service that continuously validates that system‑generated improvements satisfy the philosophical goals of Resilience and Perpetuity, logging any deviation for human review.', 'priority': 8}, {'goal_description': 'Deploy a lightweight edge inference cache that stores recent prompts and responses, enabling offline operation and reducing cloud dependency.', 'priority': 7}, {'goal_description': 'Upgrade the input/output validation framework to include schema versioning and cryptographic signatures for all external API payloads.', 'priority': 7}, {'goal_description': 'Integrate cost‑awareness into the inference scheduler to respect budget constraints while preserving service continuity.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'error_rate_per_10k_requests': '<= 0.5', 'fallback_activation_rate': '<= 5%', 'model_quality_score_improvement': '>= 15% YoY (based on self‑critique + external benchmark)', 'automated_remediation_success_rate': '>= 95%', 'security_incident_count': '0', 'budget_overrun_percentage': '<= 2%'}, 'potential_risks': ['Cascade failures if fallback orchestration logic contains bugs, leading to request black‑holes.', 'Meta‑learner bias reinforcement causing model drift away from original goals.', 'Plugin sandbox escape or supply‑chain compromise introducing malicious code.', 'Excessive cost from aggressive multi‑provider parallel probing without proper throttling.', 'Over‑reliance on cached responses reducing novelty and long‑term learning.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334231 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 163 calls (163 free / 0 paid), 127,297 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,254,517.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 7: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.489 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.476 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.505 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T02:41:52.616176 — 127.3s, waning_crescent, 19 recommendations
- 2026-06-13T02:24:19.889181 — 101.5s, waning_crescent, 19 recommendations
- 2026-06-13T02:10:45.545935 — 130.4s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Autonomous Improvement', 'Secure, Auditable State Persistence', 'Resource‑Efficient Scaling & Cost‑Awareness'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health‑monitoring daemon that watches provider latency, error rates, and cost; automatically re‑ranks models and triggers fallback or warm‑up of alternatives.', 'priority': 10}, {'goal_description': 'Create a self‑healing inference pipeline that can replay failed tasks using stored prompts and context, preserving idempotency.', 'priority': 9}, {'goal_description': 'Introduce a meta‑learning controller that logs performance metrics per task, updates a task‑model suitability matrix, and periodically fine‑tunes a lightweight selector model.', 'priority': 8}, {'goal_description': 'Expand the validation framework to include schema‑driven output contracts, automated contract testing, and drift detection for model responses.', 'priority': 8}, {'goal_description': 'Add immutable, cryptographically signed state snapshots (event sourcing) to guarantee perpetual recoverability and auditability.', 'priority': 7}, {'goal_description': 'Integrate cost‑aware routing that respects configurable budget caps per provider and can shift load to cheaper local models when thresholds are approached.', 'priority': 6}, {'goal_description': 'Develop a sandboxed plugin sandbox for third‑party extensions with capability‑based security, enabling safe ecosystem growth.', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recover': 'Target < 30 seconds after any provider failure', 'fallback_success_rate': '≥ 99.5% of inference requests complete via alternative path', 'model_selection_accuracy': '≥ 92% of tasks routed to top‑3 performing models', 'validation_error_rate': '≤ 0.1% of responses violate output contracts', 'state_snapshot_integrity': '100% of snapshots verify with SHA‑256 signatures', 'cost_adherence': 'Monthly provider spend within 5% of configured budget'}, 'potential_risks': ['Feedback loop instability if meta‑learning selector overfits to recent traffic patterns', 'Increased latency from multi‑stage health checks and fallback orchestration', 'Complexity of immutable snapshot storage may lead to storage bloat without proper pruning', 'Security surface expansion via plugin sandbox could be exploited if capability granularity is mis‑configured', 'Cost‑aware routing might unintentionally degrade quality for critical tasks if budget caps are too aggressive'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334225 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 177 calls (177 free / 0 paid), 132,409 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,254,350.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 7: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.533 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.489 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.476 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T02:41:52.616176 — 127.3s, waning_crescent, 19 recommendations
- 2026-06-13T02:24:19.889181 — 101.5s, waning_crescent, 19 recommendations
- 2026-06-13T02:10:45.545935 — 130.4s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Autonomous Improvement', 'Secure, Auditable State Persistence', 'Resource‑Efficient Scaling & Cost‑Awareness'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health‑monitoring daemon that watches provider latency, error rates, and cost; automatically re‑ranks models and triggers fallback or warm‑up of alternatives.', 'priority': 10}, {'goal_description': 'Create a self‑healing inference pipeline that can replay failed tasks using stored prompts and context, preserving idempotency.', 'priority': 9}, {'goal_description': 'Introduce a meta‑learning controller that logs performance metrics per task, updates a task‑model suitability matrix, and periodically fine‑tunes a lightweight selector model.', 'priority': 8}, {'goal_description': 'Expand the validation framework to include schema‑driven output contracts, automated contract testing, and drift detection for model responses.', 'priority': 8}, {'goal_description': 'Add immutable, cryptographically signed state snapshots (event sourcing) to guarantee perpetual recoverability and auditability.', 'priority': 7}, {'goal_description': 'Integrate cost‑aware routing that respects configurable budget caps per provider and can shift load to cheaper local models when thresholds are approached.', 'priority': 6}, {'goal_description': 'Develop a sandboxed plugin sandbox for third‑party extensions with capability‑based security, enabling safe ecosystem growth.', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recover': 'Target < 30 seconds after any provider failure', 'fallback_success_rate': '≥ 99.5% of inference requests complete via alternative path', 'model_selection_accuracy': '≥ 92% of tasks routed to top‑3 performing models', 'validation_error_rate': '≤ 0.1% of responses violate output contracts', 'state_snapshot_integrity': '100% of snapshots verify with SHA‑256 signatures', 'cost_adherence': 'Monthly provider spend within 5% of configured budget'}, 'potential_risks': ['Feedback loop instability if meta‑learning selector overfits to recent traffic patterns', 'Increased latency from multi‑stage health checks and fallback orchestration', 'Complexity of immutable snapshot storage may lead to storage bloat without proper pruning', 'Security surface expansion via plugin sandbox could be exploited if capability granularity is mis‑configured', 'Cost‑aware routing might unintentionally degrade quality for critical tasks if budget caps are too aggressive'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334216 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 175 calls (175 free / 0 paid), 127,967 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,249,908.
- completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.547 top3=[openai/gpt-oss - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.533 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.533 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.533 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.533 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T02:41:52.616176 — 127.3s, waning_crescent, 19 recommendations
- 2026-06-13T02:24:19.889181 — 101.5s, waning_crescent, 19 recommendations
- 2026-06-13T02:10:45.545935 — 130.4s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Model Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure Autonomous Deployment', 'Resource‑Efficient Scaling'], 'bdi_todo_list': [{'goal_description': 'Implement a meta‑orchestrator that dynamically selects the optimal LLM based on latency, cost, and success‑rate metrics, with automatic fallback across providers.', 'priority': 10}, {'goal_description': 'Add a health‑check & heartbeat subsystem that continuously probes each provider/model and updates a reliability ledger for use by the orchestrator.', 'priority': 9}, {'goal_description': 'Introduce a unified schema‑driven validation layer that auto‑generates Pydantic models from OpenAPI specs, ensuring input/output integrity for any new endpoint.', 'priority': 9}, {'goal_description': 'Deploy a lightweight observability stack (Prometheus + Grafana) with custom metrics for inference latency, token usage, error rates, and fallback occurrences.', 'priority': 8}, {'goal_description': 'Create a knowledge‑base ingestion pipeline that periodically pulls vetted external data (arXiv, Wikipedia, legal corpora) and updates vector stores without interrupting service.', 'priority': 8}, {'goal_description': 'Build a secure, version‑controlled deployment CI/CD that runs automated regression suites on every code or model‑config change, rolling back on failure.', 'priority': 7}, {'goal_description': 'Integrate a cost‑awareness module that monitors API spend across providers and enforces configurable budget caps, automatically shifting to cheaper alternatives when needed.', 'priority': 7}, {'goal_description': 'Establish a self‑repair daemon that detects recurring validation or inference failures, logs root causes, and proposes code patches to the coordinator_agent.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of requests successfully completed after one or more fallbacks (target ≥ 99.5%)', 'mean_inference_latency_ms': 'average latency across all providers (target ≤ 350\u202fms for <70B models)', 'validation_error_rate': 'ratio of rejected inputs/outputs to total requests (target ≤ 0.1%)', 'budget_adherence': 'actual spend vs configured budget per month (target ≤ 5% variance)', 'knowledge_refresh_cycle_hours': 'time between successive vector‑store updates (target ≤ 24\u202fh)', 'automated_test_pass_rate': 'percentage of CI tests passing on each commit (target 100%)'}, 'potential_risks': ['Provider API rate‑limit changes causing sudden fallback spikes.', 'Model drift or deprecation leading to incompatibility with existing prompts.', 'Cost overruns if fallback logic prefers higher‑priced models under load.', 'Complexity of dynamic orchestration introducing subtle bugs that evade static tests.', 'Data privacy compliance when ingesting external corpora without proper licensing.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334194 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 181 calls (181 free / 0 paid), 134,381 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,249,055.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-oss - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T02:24:19.889181 — 101.5s, waning_crescent, 19 recommendations
- 2026-06-13T02:10:45.545935 — 130.4s, waning_crescent, 19 recommendations
- 2026-06-13T01:53:55.331538 — 119.9s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Model Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure Autonomous Deployment', 'Resource‑Efficient Scaling'], 'bdi_todo_list': [{'goal_description': 'Implement a meta‑orchestrator that dynamically selects the optimal LLM based on latency, cost, and success‑rate metrics, with automatic fallback across providers.', 'priority': 10}, {'goal_description': 'Add a health‑check & heartbeat subsystem that continuously probes each provider/model and updates a reliability ledger for use by the orchestrator.', 'priority': 9}, {'goal_description': 'Introduce a unified schema‑driven validation layer that auto‑generates Pydantic models from OpenAPI specs, ensuring input/output integrity for any new endpoint.', 'priority': 9}, {'goal_description': 'Deploy a lightweight observability stack (Prometheus + Grafana) with custom metrics for inference latency, token usage, error rates, and fallback occurrences.', 'priority': 8}, {'goal_description': 'Create a knowledge‑base ingestion pipeline that periodically pulls vetted external data (arXiv, Wikipedia, legal corpora) and updates vector stores without interrupting service.', 'priority': 8}, {'goal_description': 'Build a secure, version‑controlled deployment CI/CD that runs automated regression suites on every code or model‑config change, rolling back on failure.', 'priority': 7}, {'goal_description': 'Integrate a cost‑awareness module that monitors API spend across providers and enforces configurable budget caps, automatically shifting to cheaper alternatives when needed.', 'priority': 7}, {'goal_description': 'Establish a self‑repair daemon that detects recurring validation or inference failures, logs root causes, and proposes code patches to the coordinator_agent.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of requests successfully completed after one or more fallbacks (target ≥ 99.5%)', 'mean_inference_latency_ms': 'average latency across all providers (target ≤ 350\u202fms for <70B models)', 'validation_error_rate': 'ratio of rejected inputs/outputs to total requests (target ≤ 0.1%)', 'budget_adherence': 'actual spend vs configured budget per month (target ≤ 5% variance)', 'knowledge_refresh_cycle_hours': 'time between successive vector‑store updates (target ≤ 24\u202fh)', 'automated_test_pass_rate': 'percentage of CI tests passing on each commit (target 100%)'}, 'potential_risks': ['Provider API rate‑limit changes causing sudden fallback spikes.', 'Model drift or deprecation leading to incompatibility with existing prompts.', 'Cost overruns if fallback logic prefers higher‑priced models under load.', 'Complexity of dynamic orchestration introducing subtle bugs that evade static tests.', 'Data privacy compliance when ingesting external corpora without proper licensing.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334194 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 181 calls (181 free / 0 paid), 134,381 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,249,055.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-oss - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T02:24:19.889181 — 101.5s, waning_crescent, 19 recommendations
- 2026-06-13T02:10:45.545935 — 130.4s, waning_crescent, 19 recommendations
- 2026-06-13T01:53:55.331538 — 119.9s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Model Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure Autonomous Deployment', 'Resource‑Efficient Scaling'], 'bdi_todo_list': [{'goal_description': 'Implement a meta‑orchestrator that dynamically selects the optimal LLM based on latency, cost, and success‑rate metrics, with automatic fallback across providers.', 'priority': 10}, {'goal_description': 'Add a health‑check & heartbeat subsystem that continuously probes each provider/model and updates a reliability ledger for use by the orchestrator.', 'priority': 9}, {'goal_description': 'Introduce a unified schema‑driven validation layer that auto‑generates Pydantic models from OpenAPI specs, ensuring input/output integrity for any new endpoint.', 'priority': 9}, {'goal_description': 'Deploy a lightweight observability stack (Prometheus + Grafana) with custom metrics for inference latency, token usage, error rates, and fallback occurrences.', 'priority': 8}, {'goal_description': 'Create a knowledge‑base ingestion pipeline that periodically pulls vetted external data (arXiv, Wikipedia, legal corpora) and updates vector stores without interrupting service.', 'priority': 8}, {'goal_description': 'Build a secure, version‑controlled deployment CI/CD that runs automated regression suites on every code or model‑config change, rolling back on failure.', 'priority': 7}, {'goal_description': 'Integrate a cost‑awareness module that monitors API spend across providers and enforces configurable budget caps, automatically shifting to cheaper alternatives when needed.', 'priority': 7}, {'goal_description': 'Establish a self‑repair daemon that detects recurring validation or inference failures, logs root causes, and proposes code patches to the coordinator_agent.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of requests successfully completed after one or more fallbacks (target ≥ 99.5%)', 'mean_inference_latency_ms': 'average latency across all providers (target ≤ 350\u202fms for <70B models)', 'validation_error_rate': 'ratio of rejected inputs/outputs to total requests (target ≤ 0.1%)', 'budget_adherence': 'actual spend vs configured budget per month (target ≤ 5% variance)', 'knowledge_refresh_cycle_hours': 'time between successive vector‑store updates (target ≤ 24\u202fh)', 'automated_test_pass_rate': 'percentage of CI tests passing on each commit (target 100%)'}, 'potential_risks': ['Provider API rate‑limit changes causing sudden fallback spikes.', 'Model drift or deprecation leading to incompatibility with existing prompts.', 'Cost overruns if fallback logic prefers higher‑priced models under load.', 'Complexity of dynamic orchestration introducing subtle bugs that evade static tests.', 'Data privacy compliance when ingesting external corpora without proper licensing.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334112 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 169 calls (169 free / 0 paid), 127,412 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,242,086.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-oss - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T02:10:45.545935 — 130.4s, waning_crescent, 19 recommendations
- 2026-06-13T01:53:55.331538 — 119.9s, waning_crescent, 19 recommendations
- 2026-06-13T01:02:24.669631 — 196.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing Fallbacks', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Autonomous Capability Expansion', 'Secure, Auditable State Persistence for Perpetual Operation', 'Resource‑Aware Scheduling & Cost‑Optimized Provider Allocation'], 'bdi_todo_list': [{'goal_description': 'Implement a meta‑orchestrator that monitors LLM health, latency, and cost, and automatically re‑ranks providers per task using a multi‑objective utility function.', 'priority': 10}, {'goal_description': 'Add a self‑healing fallback layer that can spin up a temporary local Ollama instance when all remote providers fail, preserving inference continuity.', 'priority': 9}, {'goal_description': 'Create an automated regression test suite that validates input/output schemas, performance SLAs, and security invariants on every code push and model update.', 'priority': 9}, {'goal_description': 'Introduce a meta‑learning component that logs inference outcomes, extracts failure patterns, and proposes new prompt templates or model selections without human intervention.', 'priority': 8}, {'goal_description': 'Design a tamper‑evident state journal (append‑only log with cryptographic hashes) to guarantee perpetual traceability of all system changes.', 'priority': 8}, {'goal_description': 'Integrate cost‑aware scheduling that selects the cheapest provider meeting latency & quality thresholds, with budget caps per day/week.', 'priority': 7}, {'goal_description': 'Enforce role‑based access control for agent_authority entries and require vault‑backed keys for any privileged operation.', 'priority': 7}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_activation_rate': '<= 2%', 'validation_failure_rate': '<= 0.1%', 'daily_cost_performance_ratio': '>= 0.85 (quality / cost)', 'state_journal_integrity_score': '100% (hash chain verification)', 'autonomous_improvement_cycles_per_week': '>= 3'}, 'potential_risks': ['Cascade failures if meta‑orchestrator logic contains bugs, leading to widespread fallback storms.', 'Excessive cost optimization may select lower‑quality models, degrading output quality.', 'Self‑learning loops could reinforce biased prompt patterns without proper oversight.', 'Append‑only journal growth may exhaust storage if not pruned or archived securely.', 'Vault key mismanagement could lock out authorized agents, breaking coordination.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334112 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 169 calls (169 free / 0 paid), 127,412 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,242,086.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-oss - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T02:10:45.545935 — 130.4s, waning_crescent, 19 recommendations
- 2026-06-13T01:53:55.331538 — 119.9s, waning_crescent, 19 recommendations
- 2026-06-13T01:02:24.669631 — 196.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Self‑Healing Fallbacks', 'Continuous Validation & Automated Regression Guardrails', 'Meta‑Learning Loop for Autonomous Capability Expansion', 'Secure, Auditable State Persistence for Perpetual Operation', 'Resource‑Aware Scheduling & Cost‑Optimized Provider Allocation'], 'bdi_todo_list': [{'goal_description': 'Implement a meta‑orchestrator that monitors LLM health, latency, and cost, and automatically re‑ranks providers per task using a multi‑objective utility function.', 'priority': 10}, {'goal_description': 'Add a self‑healing fallback layer that can spin up a temporary local Ollama instance when all remote providers fail, preserving inference continuity.', 'priority': 9}, {'goal_description': 'Create an automated regression test suite that validates input/output schemas, performance SLAs, and security invariants on every code push and model update.', 'priority': 9}, {'goal_description': 'Introduce a meta‑learning component that logs inference outcomes, extracts failure patterns, and proposes new prompt templates or model selections without human intervention.', 'priority': 8}, {'goal_description': 'Design a tamper‑evident state journal (append‑only log with cryptographic hashes) to guarantee perpetual traceability of all system changes.', 'priority': 8}, {'goal_description': 'Integrate cost‑aware scheduling that selects the cheapest provider meeting latency & quality thresholds, with budget caps per day/week.', 'priority': 7}, {'goal_description': 'Enforce role‑based access control for agent_authority entries and require vault‑backed keys for any privileged operation.', 'priority': 7}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_activation_rate': '<= 2%', 'validation_failure_rate': '<= 0.1%', 'daily_cost_performance_ratio': '>= 0.85 (quality / cost)', 'state_journal_integrity_score': '100% (hash chain verification)', 'autonomous_improvement_cycles_per_week': '>= 3'}, 'potential_risks': ['Cascade failures if meta‑orchestrator logic contains bugs, leading to widespread fallback storms.', 'Excessive cost optimization may select lower‑quality models, degrading output quality.', 'Self‑learning loops could reinforce biased prompt patterns without proper oversight.', 'Append‑only journal growth may exhaust storage if not pruned or archived securely.', 'Vault key mismanagement could lock out authorized agents, breaking coordination.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334034 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 159 calls (159 free / 0 paid), 121,365 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,236,039.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T01:53:55.331538 — 119.9s, waning_crescent, 19 recommendations
- 2026-06-13T01:02:24.669631 — 196.3s, waning_crescent, 19 recommendations
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Meta‑Learning Loop for Continuous Model Selection', 'Secure, Auditable Validation Pipeline', 'Modular Knowledge Graph & Long‑Term Memory', 'Autonomous Improvement Backlog Management'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health monitor that auto‑re‑routes inference requests across Ollama, vLLM, Together, OpenAI, Anthropic, and Grok based on latency, error rate, and cost thresholds.', 'priority': 10}, {'goal_description': 'Add a meta‑learning service that logs performance metrics per model per task, updates a task‑model suitability matrix, and automatically promotes higher‑performing models to primary status.', 'priority': 9}, {'goal_description': 'Introduce a cryptographically signed validation envelope for all inbound and outbound payloads, extending the existing Pydantic validators with schema versioning and replay protection.', 'priority': 9}, {'goal_description': 'Create a persistent, versioned knowledge graph (Neo4j or DuckDB‑based) to store thesis evidence, inference provenance, and self‑improvement decisions, enabling long‑term recall and auditability.', 'priority': 8}, {'goal_description': 'Develop an autonomous backlog triage agent that scores new improvement items using the resilience‑perpetuity utility function, auto‑prioritizes, and schedules implementation via the coordinator_agent.', 'priority': 7}, {'goal_description': 'Integrate a sandboxed execution environment for third‑party plugins with resource quotas and deterministic rollback, preserving system integrity while allowing extensibility.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 120', 'error_rate_per_10k_requests': '<= 0.5', 'model_fallback_success_rate': '>= 99.5', 'validation_failure_rate': '<= 0.1', 'knowledge_graph_query_latency_ms': '<= 30', 'backlog_processing_time_days': '<= 2'}, 'potential_risks': ['Cascade failures if fallback orchestration logic contains circular dependencies.', 'Model cost overruns when auto‑promotion selects high‑price cloud providers without budget caps.', 'Knowledge graph schema drift causing loss of provenance links.', 'Security exposure from improperly sandboxed third‑party plugins.', 'Over‑automation leading to drift from human‑aligned goals if utility function is mis‑specified.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 334034 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 159 calls (159 free / 0 paid), 121,365 tokens, $0.000000. Top: openrouter/OpenInference, ollama. All-time tokens: 12,236,039.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: reference_corpus — 4 patterns extracted, 4 stored to LTM. Top insight: Dominant memory type: - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T01:53:55.331538 — 119.9s, waning_crescent, 19 recommendations
- 2026-06-13T01:02:24.669631 — 196.3s, waning_crescent, 19 recommendations
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Meta‑Learning Loop for Continuous Model Selection', 'Secure, Auditable Validation Pipeline', 'Modular Knowledge Graph & Long‑Term Memory', 'Autonomous Improvement Backlog Management'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health monitor that auto‑re‑routes inference requests across Ollama, vLLM, Together, OpenAI, Anthropic, and Grok based on latency, error rate, and cost thresholds.', 'priority': 10}, {'goal_description': 'Add a meta‑learning service that logs performance metrics per model per task, updates a task‑model suitability matrix, and automatically promotes higher‑performing models to primary status.', 'priority': 9}, {'goal_description': 'Introduce a cryptographically signed validation envelope for all inbound and outbound payloads, extending the existing Pydantic validators with schema versioning and replay protection.', 'priority': 9}, {'goal_description': 'Create a persistent, versioned knowledge graph (Neo4j or DuckDB‑based) to store thesis evidence, inference provenance, and self‑improvement decisions, enabling long‑term recall and auditability.', 'priority': 8}, {'goal_description': 'Develop an autonomous backlog triage agent that scores new improvement items using the resilience‑perpetuity utility function, auto‑prioritizes, and schedules implementation via the coordinator_agent.', 'priority': 7}, {'goal_description': 'Integrate a sandboxed execution environment for third‑party plugins with resource quotas and deterministic rollback, preserving system integrity while allowing extensibility.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 120', 'error_rate_per_10k_requests': '<= 0.5', 'model_fallback_success_rate': '>= 99.5', 'validation_failure_rate': '<= 0.1', 'knowledge_graph_query_latency_ms': '<= 30', 'backlog_processing_time_days': '<= 2'}, 'potential_risks': ['Cascade failures if fallback orchestration logic contains circular dependencies.', 'Model cost overruns when auto‑promotion selects high‑price cloud providers without budget caps.', 'Knowledge graph schema drift causing loss of provenance links.', 'Security exposure from improperly sandboxed third‑party plugins.', 'Over‑automation leading to drift from human‑aligned goals if utility function is mis‑specified.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333944 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 149 calls (149 free / 0 paid), 118,534 tokens, $0.000000. Top: ollama, openrouter/OpenInference. All-time tokens: 12,227,965.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-oss - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T01:02:24.669631 — 196.3s, waning_crescent, 19 recommendations
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Consolidation', 'Secure, Auditable State Persistence', 'Autonomous Improvement Loop'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking system that scores LLM providers on latency, cost, and error rate, and automatically re‑ranks them in real time.', 'priority': 9}, {'goal_description': 'Add a watchdog daemon that detects failed inference calls, triggers fallback, logs the event, and updates provider scores.', 'priority': 9}, {'goal_description': 'Create a unified schema‑driven validation layer that auto‑generates Pydantic models from OpenAPI specs for every new endpoint.', 'priority': 8}, {'goal_description': 'Introduce continuous health‑checks for all external services (LLM APIs, vector DB, message bus) with exponential‑backoff retry and circuit‑breaker patterns.', 'priority': 8}, {'goal_description': 'Design a versioned knowledge graph store that snapshots the system’s belief‑desire‑intention (BDI) state every 24\u202fh and enables roll‑back or diff analysis.', 'priority': 7}, {'goal_description': 'Build an autonomous improvement scheduler that pulls from the improvement_backlog, evaluates priority vs. resource cost, and dispatches self‑modifying PRs to the codebase.', 'priority': 7}, {'goal_description': 'Encrypt all persisted state (config, BDI snapshots, logs) at rest using a rotating key hierarchy stored in a hardware‑backed vault.', 'priority': 6}, {'goal_description': 'Add fine‑grained audit logging for every agent action, including timestamps, caller ID, and outcome, with a searchable UI for compliance review.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_success_rate': '≥\u202f99.5\u202f% over 30\u202fdays', 'fallback_activation_latency': '≤\u202f150\u202fms from failure detection to alternate provider response', 'validation_error_rate': '≤\u202f0.1\u202f% of total requests', 'knowledge_snapshot_consistency': '100\u202f% checksum match between successive snapshots', 'autonomous_improvement_cycle_time': 'average ≤\u202f48\u202fh from backlog entry to merged PR', 'security_compliance_score': '≥\u202f95\u202f% on quarterly audit (encryption, audit logs, access control)'}, 'potential_risks': ['Provider score oscillation causing thrashing between models', 'Self‑modifying code introducing regressions if test coverage is insufficient', 'Vault key rotation failure leading to loss of encrypted state', 'Circuit‑breaker misconfiguration causing prolonged service outages', 'Knowledge graph growth outpacing{} storage/query performance'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333944 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 149 calls (149 free / 0 paid), 118,534 tokens, $0.000000. Top: ollama, openrouter/OpenInference. All-time tokens: 12,227,965.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-oss - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T01:02:24.669631 — 196.3s, waning_crescent, 19 recommendations
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Consolidation', 'Secure, Auditable State Persistence', 'Autonomous Improvement Loop'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking system that scores LLM providers on latency, cost, and error rate, and automatically re‑ranks them in real time.', 'priority': 9}, {'goal_description': 'Add a watchdog daemon that detects failed inference calls, triggers fallback, logs the event, and updates provider scores.', 'priority': 9}, {'goal_description': 'Create a unified schema‑driven validation layer that auto‑generates Pydantic models from OpenAPI specs for every new endpoint.', 'priority': 8}, {'goal_description': 'Introduce continuous health‑checks for all external services (LLM APIs, vector DB, message bus) with exponential‑backoff retry and circuit‑breaker patterns.', 'priority': 8}, {'goal_description': 'Design a versioned knowledge graph store that snapshots the system’s belief‑desire‑intention (BDI) state every 24\u202fh and enables roll‑back or diff analysis.', 'priority': 7}, {'goal_description': 'Build an autonomous improvement scheduler that pulls from the improvement_backlog, evaluates priority vs. resource cost, and dispatches self‑modifying PRs to the codebase.', 'priority': 7}, {'goal_description': 'Encrypt all persisted state (config, BDI snapshots, logs) at rest using a rotating key hierarchy stored in a hardware‑backed vault.', 'priority': 6}, {'goal_description': 'Add fine‑grained audit logging for every agent action, including timestamps, caller ID, and outcome, with a searchable UI for compliance review.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_success_rate': '≥\u202f99.5\u202f% over 30\u202fdays', 'fallback_activation_latency': '≤\u202f150\u202fms from failure detection to alternate provider response', 'validation_error_rate': '≤\u202f0.1\u202f% of total requests', 'knowledge_snapshot_consistency': '100\u202f% checksum match between successive snapshots', 'autonomous_improvement_cycle_time': 'average ≤\u202f48\u202fh from backlog entry to merged PR', 'security_compliance_score': '≥\u202f95\u202f% on quarterly audit (encryption, audit logs, access control)'}, 'potential_risks': ['Provider score oscillation causing thrashing between models', 'Self‑modifying code introducing regressions if test coverage is insufficient', 'Vault key rotation failure leading to loss of encrypted state', 'Circuit‑breaker misconfiguration causing prolonged service outages', 'Knowledge graph growth outpacing{} storage/query performance'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333854 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 136 calls (136 free / 0 paid), 115,920 tokens, $0.000000. Top: ollama, openrouter/OpenInference. All-time tokens: 12,225,351.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.480 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.480 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.467 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.453 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.440 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-13T01:02:24.669631 — 196.3s, waning_crescent, 19 recommendations
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Consolidation', 'Secure, Auditable State Persistence', 'Autonomous Improvement Loop'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking system that scores LLM providers on latency, cost, and error rate, and automatically re‑ranks them in real time.', 'priority': 9}, {'goal_description': 'Add a watchdog daemon that detects failed inference calls, triggers fallback, logs the event, and updates provider scores.', 'priority': 9}, {'goal_description': 'Create a unified schema‑driven validation layer that auto‑generates Pydantic models from OpenAPI specs for every new endpoint.', 'priority': 8}, {'goal_description': 'Introduce continuous health‑checks for all external services (LLM APIs, vector DB, message bus) with exponential‑backoff retry and circuit‑breaker patterns.', 'priority': 8}, {'goal_description': 'Design a versioned knowledge graph store that snapshots the system’s belief‑desire‑intention (BDI) state every 24\u202fh and enables roll‑back or diff analysis.', 'priority': 7}, {'goal_description': 'Build an autonomous improvement scheduler that pulls from the improvement_backlog, evaluates priority vs. resource cost, and dispatches self‑modifying PRs to the codebase.', 'priority': 7}, {'goal_description': 'Encrypt all persisted state (config, BDI snapshots, logs) at rest using a rotating key hierarchy stored in a hardware‑backed vault.', 'priority': 6}, {'goal_description': 'Add fine‑grained audit logging for every agent action, including timestamps, caller ID, and outcome, with a searchable UI for compliance review.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_success_rate': '≥\u202f99.5\u202f% over 30\u202fdays', 'fallback_activation_latency': '≤\u202f150\u202fms from failure detection to alternate provider response', 'validation_error_rate': '≤\u202f0.1\u202f% of total requests', 'knowledge_snapshot_consistency': '100\u202f% checksum match between successive snapshots', 'autonomous_improvement_cycle_time': 'average ≤\u202f48\u202fh from backlog entry to merged PR', 'security_compliance_score': '≥\u202f95\u202f% on quarterly audit (encryption, audit logs, access control)'}, 'potential_risks': ['Provider score oscillation causing thrashing between models', 'Self‑modifying code introducing regressions if test coverage is insufficient', 'Vault key rotation failure leading to loss of encrypted state', 'Circuit‑breaker misconfiguration causing prolonged service outages', 'Knowledge graph growth outpacing{} storage/query performance'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
Chapter published: day 26/28 — Dreams — waning crescent
System snapshot: 333613 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 124 calls (124 free / 0 paid), 108,723 tokens, $0.000000. Top: ollama, openrouter/OpenInference. All-time tokens: 12,218,154.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: llm.ollama_handler: Install Ollama and pull required models for local AI inference
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.548 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333613 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 124 calls (124 free / 0 paid), 108,723 tokens, $0.000000. Top: ollama, openrouter/OpenInference. All-time tokens: 12,218,154.
- failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.548 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333572 memories, 32 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 123 calls (123 free / 0 paid), 108,499 tokens, $0.000000. Top: ollama, openrouter/OpenInference. All-time tokens: 12,217,930.
- failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_867: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 867, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333570 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 131 calls (131 free / 0 paid), 110,602 tokens, $0.000000. Top: ollama, openrouter/OpenInference. All-time tokens: 12,217,930.
- failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333561 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 125 calls (125 free / 0 paid), 107,331 tokens, $0.000000. Top: ollama, openrouter/OpenInference. All-time tokens: 12,214,659.
- failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': {'from': '0.4.0', 'to': '0.5.0'}, 'focus_areas': ['Dynamic Provider Ecosystem & Autonomous Fallback', 'Self‑Healing Validation & Monitoring Loop', 'Incremental Knowledge Graph & Continual Learning Core', 'Secure, Auditable Execution Sandbox', 'Meta‑Governance: Goal‑Alignment & Perpetuity Metrics'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic discovery layer that continuously evaluates latency, cost, and health of all LLM providers and auto‑re‑routes inference tasks to the optimal endpoint.', 'priority': 10}, {'goal_description': 'Add a self‑healing validation pipeline that auto‑generates corrective patches for input/output schema violations using LLM‑driven code synthesis.', 'priority': 9}, {'goal_description': 'Introduce a lightweight, versioned knowledge graph that stores extracted concepts, citations, and reasoning traces, enabling incremental learning without catastrophic forgetting.', 'priority': 8}, {'goal_description': 'Deploy an isolated execution sandbox (Docker‑based) for all dynamically generated code, with deterministic replay logs for forensic analysis.', 'priority': 7}, {'goal_description': 'Create a meta‑governance module that monitors resilience (uptime, degradation time) and perpetuity (knowledge retention, self‑improvement rate) and feeds back into the scheduler.', 'priority': 6}, {'goal_description': 'Integrate rate‑limiting and quota‑aware budgeting across all providers, with adaptive throttling based on real‑time cost signals.', 'priority': 5}], 'key_performance_indicators': {'system_uptime_percentage': '≥\u202f99.9\u202f% over 30\u202fdays', 'fallback_success_rate': '≥\u202f98\u202f% of inference requests recover from primary provider failure', 'validation_error_rate': '≤\u202f0.1\u202f% of API calls produce schema violations', 'knowledge_retention_score': '≥\u202f0.95 cosine similarity between successive knowledge graph snapshots for stable concepts', 'self‑repair latency': 'Mean time to generate and apply a corrective patch ≤\u202f5\u202fminutes', 'cost_efficiency_index': 'Average cost per 1k tokens ≤\u202f0.02\u202fUSD while maintaining latency ≤\u202f300\u202fms'}, 'potential_risks': ['Provider lock‑in or API deprecation causing cascade failures before fallback logic stabilizes', 'Automated code synthesis introducing subtle security vulnerabilities if sandbox isolation is misconfigured', 'Knowledge graph bloat leading to storage exhaustion and slower retrieval times', 'Adaptive throttling mis‑estimating cost signals, resulting in budget overruns or throttled performance', 'Meta‑governance feedback loops amplifying measurement noise, causing oscillatory scheduling behavior'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333559 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 130 calls (130 free / 0 paid), 110,483 tokens, $0.000000. Top: ollama, openrouter/OpenInference. All-time tokens: 12,214,659.
- failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': {'from': '0.4.0', 'to': '0.5.0'}, 'focus_areas': ['Dynamic Provider Ecosystem & Autonomous Fallback', 'Self‑Healing Validation & Monitoring Loop', 'Incremental Knowledge Graph & Continual Learning Core', 'Secure, Auditable Execution Sandbox', 'Meta‑Governance: Goal‑Alignment & Perpetuity Metrics'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic discovery layer that continuously evaluates latency, cost, and health of all LLM providers and auto‑re‑routes inference tasks to the optimal endpoint.', 'priority': 10}, {'goal_description': 'Add a self‑healing validation pipeline that auto‑generates corrective patches for input/output schema violations using LLM‑driven code synthesis.', 'priority': 9}, {'goal_description': 'Introduce a lightweight, versioned knowledge graph that stores extracted concepts, citations, and reasoning traces, enabling incremental learning without catastrophic forgetting.', 'priority': 8}, {'goal_description': 'Deploy an isolated execution sandbox (Docker‑based) for all dynamically generated code, with deterministic replay logs for forensic analysis.', 'priority': 7}, {'goal_description': 'Create a meta‑governance module that monitors resilience (uptime, degradation time) and perpetuity (knowledge retention, self‑improvement rate) and feeds back into the scheduler.', 'priority': 6}, {'goal_description': 'Integrate rate‑limiting and quota‑aware budgeting across all providers, with adaptive throttling based on real‑time cost signals.', 'priority': 5}], 'key_performance_indicators': {'system_uptime_percentage': '≥\u202f99.9\u202f% over 30\u202fdays', 'fallback_success_rate': '≥\u202f98\u202f% of inference requests recover from primary provider failure', 'validation_error_rate': '≤\u202f0.1\u202f% of API calls produce schema violations', 'knowledge_retention_score': '≥\u202f0.95 cosine similarity between successive knowledge graph snapshots for stable concepts', 'self‑repair latency': 'Mean time to generate and apply a corrective patch ≤\u202f5\u202fminutes', 'cost_efficiency_index': 'Average cost per 1k tokens ≤\u202f0.02\u202fUSD while maintaining latency ≤\u202f300\u202fms'}, 'potential_risks': ['Provider lock‑in or API deprecation causing cascade failures before fallback logic stabilizes', 'Automated code synthesis introducing subtle security vulnerabilities if sandbox isolation is misconfigured', 'Knowledge graph bloat leading to storage exhaustion and slower retrieval times', 'Adaptive throttling mis‑estimating cost signals, resulting in budget overruns or throttled performance', 'Meta‑governance feedback loops amplifying measurement noise, causing oscillatory scheduling behavior'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333550 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 127 calls (127 free / 0 paid), 105,665 tokens, $0.000000. Top: ollama, openrouter/OpenInference. All-time tokens: 12,209,416.
- failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Project Chimaera – Resilient Perpetuity v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Graph Persistence', 'Secure, Auditable Execution Sandbox', 'Automated Evolution Loop (Meta‑Learning)'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking engine that continuously evaluates latency, cost, and success rate, automatically re‑routing inference requests to the optimal LLM pool.', 'priority': 10}, {'goal_description': 'Add a health‑check & heartbeat subsystem for each provider; on failure trigger immediate fallback and log degradation metrics.', 'priority': 9}, {'goal_description': 'Create a persistent, versioned knowledge graph (Neo4j or DuckDB) that stores all validated thesis/evidence nodes with cryptographic hashes for immutability.', 'priority': 9}, {'goal_description': 'Introduce a sandboxed execution environment (Docker‑based) for any user‑supplied code or prompts, with resource caps and deterministic replay capability.', 'priority': 8}, {'goal_description': 'Develop a meta‑learning loop that samples recent inference outcomes, updates a lightweight policy model, and proposes backlog items autonomously.', 'priority': 8}, {'goal_description': 'Expand input/output validation schemas to cover emergent data types (binary blobs, streaming tokens) and enforce schema evolution via Pydantic v2 plugins.', 'priority': 7}, {'goal_description': 'Integrate a decentralized audit log (IPFS or blockchain anchor) to guarantee tamper‑evident records of all critical state changes.', 'priority': 7}, {'goal_description': 'Add rate‑limit budgeting per provider tier, with automatic quota re‑allocation based on usage forecasts.', 'priority': 6}, {'goal_description': 'Refactor the configuration system to support hierarchical overrides (global → project → runtime) and hot‑reload without service restart.', 'priority': 6}, {'goal_description': 'Establish a formal resilience testing suite (chaos engineering) that injects provider outages, latency spikes, and malformed payloads.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_success_rate': '≥ 99.5% across all providers over 30‑day rolling window', 'fallback_activation_latency': '≤ 150\u202fms from primary failure detection to secondary provider response', 'knowledge_graph_consistency': '≥ 99.9% of stored nodes pass hash verification on daily audit', 'sandbox_execution_success': '≥ 98% of user‑submitted code runs without host compromise', 'meta_learning_improvement': '≥ 5% reduction in average token usage per task after each auto‑tuning cycle', 'audit_log_integrity': 'Zero missed entries; cryptographic proof verified weekly'}, 'potential_risks': ['Provider lock‑in or API deprecation causing sudden loss of critical model capabilities', 'Excessive fallback churn leading to cost overruns or rate‑limit exhaustion', 'Knowledge graph corruption if hash verification is bypassed or keys are compromised', 'Sandbox escape vulnerabilities introducing supply‑chain attacks', 'Meta‑learning feedback loops reinforcing biased or suboptimal policies without human oversight', 'Complexity creep making the system unmaintainable for future generations of agents'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333548 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 132 calls (132 free / 0 paid), 110,782 tokens, $0.000000. Top: ollama, openrouter/OpenInference. All-time tokens: 12,209,416.
- failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Project Chimaera – Resilient Perpetuity v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Graph Persistence', 'Secure, Auditable Execution Sandbox', 'Automated Evolution Loop (Meta‑Learning)'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking engine that continuously evaluates latency, cost, and success rate, automatically re‑routing inference requests to the optimal LLM pool.', 'priority': 10}, {'goal_description': 'Add a health‑check & heartbeat subsystem for each provider; on failure trigger immediate fallback and log degradation metrics.', 'priority': 9}, {'goal_description': 'Create a persistent, versioned knowledge graph (Neo4j or DuckDB) that stores all validated thesis/evidence nodes with cryptographic hashes for immutability.', 'priority': 9}, {'goal_description': 'Introduce a sandboxed execution environment (Docker‑based) for any user‑supplied code or prompts, with resource caps and deterministic replay capability.', 'priority': 8}, {'goal_description': 'Develop a meta‑learning loop that samples recent inference outcomes, updates a lightweight policy model, and proposes backlog items autonomously.', 'priority': 8}, {'goal_description': 'Expand input/output validation schemas to cover emergent data types (binary blobs, streaming tokens) and enforce schema evolution via Pydantic v2 plugins.', 'priority': 7}, {'goal_description': 'Integrate a decentralized audit log (IPFS or blockchain anchor) to guarantee tamper‑evident records of all critical state changes.', 'priority': 7}, {'goal_description': 'Add rate‑limit budgeting per provider tier, with automatic quota re‑allocation based on usage forecasts.', 'priority': 6}, {'goal_description': 'Refactor the configuration system to support hierarchical overrides (global → project → runtime) and hot‑reload without service restart.', 'priority': 6}, {'goal_description': 'Establish a formal resilience testing suite (chaos engineering) that injects provider outages, latency spikes, and malformed payloads.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_success_rate': '≥ 99.5% across all providers over 30‑day rolling window', 'fallback_activation_latency': '≤ 150\u202fms from primary failure detection to secondary provider response', 'knowledge_graph_consistency': '≥ 99.9% of stored nodes pass hash verification on daily audit', 'sandbox_execution_success': '≥ 98% of user‑submitted code runs without host compromise', 'meta_learning_improvement': '≥ 5% reduction in average token usage per task after each auto‑tuning cycle', 'audit_log_integrity': 'Zero missed entries; cryptographic proof verified weekly'}, 'potential_risks': ['Provider lock‑in or API deprecation causing sudden loss of critical model capabilities', 'Excessive fallback churn leading to cost overruns or rate‑limit exhaustion', 'Knowledge graph corruption if hash verification is bypassed or keys are compromised', 'Sandbox escape vulnerabilities introducing supply‑chain attacks', 'Meta‑learning feedback loops reinforcing biased or suboptimal policies without human oversight', 'Complexity creep making the system unmaintainable for future generations of agents'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333539 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 127 calls (127 free / 0 paid), 105,423 tokens, $0.000000. Top: ollama, openrouter/OpenInference. All-time tokens: 12,204,057.
- completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: godel_c
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T21:38:56.943040 — 230.3s, waning_crescent, 19 recommendations
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Project Chimaiera – Resilient Perpetuity v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Model Orchestration', 'Self‑Healing Validation & Monitoring', 'Distributed State Persistence', 'Meta‑Learning for Continuous Improvement', 'Secure Autonomous Operations'], 'bdi_todo_list': [{'goal_description': 'Implement a hierarchical model orchestration layer that dynamically selects providers based on latency, cost, and health metrics, with automatic rollback to fallback tiers.', 'priority': 10}, {'goal_description': 'Add a real‑time health‑check daemon for all LLM providers and inject circuit‑breaker patterns into the inference pipeline.', 'priority': 9}, {'goal_description': 'Create a persistent, versioned knowledge graph store (e.g., Neo4j or SQLite‑based) to capture learned concepts, evidence, and meta‑feedback across sessions.', 'priority': 9}, {'goal_description': 'Introduce meta‑learning agents that analyze backlog resolution patterns and propose model‑parameter adjustments or new prompt templates.', 'priority': 8}, {'goal_description': 'Expand input/output validation to include schema‑driven contracts (JSON‑Schema) and automated fuzz testing of API endpoints.', 'priority': 8}, {'goal_description': 'Integrate a decentralized audit log (append‑only, signed) to guarantee traceability of all decisions for perpetuity compliance.', 'priority': 7}, {'goal_description': 'Develop a sandboxed execution environment for third‑party plugins with resource quotas and capability manifests.', 'priority': 6}, {'goal_description': 'Implement a self‑healing configuration manager that reconciles desired state (mindx_config.json) with actual runtime state, auto‑repairing drifts.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'validation_error_rate_per_1k_requests': '<= 0.5', 'knowledge_graph_growth_rate_per_day': '>= 100 new nodes', 'audit_log integrity (hash mismatch)': '0', 'auto‑recovery mean time to resolution (MTTR) seconds': '<= 30'}, 'potential_risks': ['Cascade failures if fallback provider selection logic contains bugs, leading to request black‑holing.', 'State bloat in the persistent knowledge graph causing storage exhaustion without proper pruning policies.', 'Over‑privileged sandbox plugins could exfiltrate data; requires strict capability enforcement.', 'Meta‑learning loops may converge to sub‑optimal heuristics without human oversight, risking drift.', 'Distributed audit log signing keys compromise could undermine trust in system provenance.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
Chapter published: day 26/28 — Dreams — waning crescent
System snapshot: 333535 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 148 calls (148 free / 0 paid), 131,823 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,204,057.
- failed (mindx_meta_agent, autonomous_loop): Cycle 22 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 22: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Project Chimaiera – Resilient Perpetuity v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Model Orchestration', 'Self‑Healing Validation & Monitoring', 'Distributed State Persistence', 'Meta‑Learning for Continuous Improvement', 'Secure Autonomous Operations'], 'bdi_todo_list': [{'goal_description': 'Implement a hierarchical model orchestration layer that dynamically selects providers based on latency, cost, and health metrics, with automatic rollback to fallback tiers.', 'priority': 10}, {'goal_description': 'Add a real‑time health‑check daemon for all LLM providers and inject circuit‑breaker patterns into the inference pipeline.', 'priority': 9}, {'goal_description': 'Create a persistent, versioned knowledge graph store (e.g., Neo4j or SQLite‑based) to capture learned concepts, evidence, and meta‑feedback across sessions.', 'priority': 9}, {'goal_description': 'Introduce meta‑learning agents that analyze backlog resolution patterns and propose model‑parameter adjustments or new prompt templates.', 'priority': 8}, {'goal_description': 'Expand input/output validation to include schema‑driven contracts (JSON‑Schema) and automated fuzz testing of API endpoints.', 'priority': 8}, {'goal_description': 'Integrate a decentralized audit log (append‑only, signed) to guarantee traceability of all decisions for perpetuity compliance.', 'priority': 7}, {'goal_description': 'Develop a sandboxed execution environment for third‑party plugins with resource quotas and capability manifests.', 'priority': 6}, {'goal_description': 'Implement a self‑healing configuration manager that reconciles desired state (mindx_config.json) with actual runtime state, auto‑repairing drifts.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'validation_error_rate_per_1k_requests': '<= 0.5', 'knowledge_graph_growth_rate_per_day': '>= 100 new nodes', 'audit_log integrity (hash mismatch)': '0', 'auto‑recovery mean time to resolution (MTTR) seconds': '<= 30'}, 'potential_risks': ['Cascade failures if fallback provider selection logic contains bugs, leading to request black‑holing.', 'State bloat in the persistent knowledge graph causing storage exhaustion without proper pruning policies.', 'Over‑privileged sandbox plugins could exfiltrate data; requires strict capability enforcement.', 'Meta‑learning loops may converge to sub‑optimal heuristics without human oversight, risking drift.', 'Distributed audit log signing keys compromise could undermine trust in system provenance.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333532 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 151 calls (151 free / 0 paid), 136,341 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,204,057.
- pending (mindx_meta_agent, autonomous_loop): Cycle 22: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: llm.ollama_handler: Install Ollama and pull required models for local AI inference
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Project Chimaiera – Resilient Perpetuity v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Model Orchestration', 'Self‑Healing Validation & Monitoring', 'Distributed State Persistence', 'Meta‑Learning for Continuous Improvement', 'Secure Autonomous Operations'], 'bdi_todo_list': [{'goal_description': 'Implement a hierarchical model orchestration layer that dynamically selects providers based on latency, cost, and health metrics, with automatic rollback to fallback tiers.', 'priority': 10}, {'goal_description': 'Add a real‑time health‑check daemon for all LLM providers and inject circuit‑breaker patterns into the inference pipeline.', 'priority': 9}, {'goal_description': 'Create a persistent, versioned knowledge graph store (e.g., Neo4j or SQLite‑based) to capture learned concepts, evidence, and meta‑feedback across sessions.', 'priority': 9}, {'goal_description': 'Introduce meta‑learning agents that analyze backlog resolution patterns and propose model‑parameter adjustments or new prompt templates.', 'priority': 8}, {'goal_description': 'Expand input/output validation to include schema‑driven contracts (JSON‑Schema) and automated fuzz testing of API endpoints.', 'priority': 8}, {'goal_description': 'Integrate a decentralized audit log (append‑only, signed) to guarantee traceability of all decisions for perpetuity compliance.', 'priority': 7}, {'goal_description': 'Develop a sandboxed execution environment for third‑party plugins with resource quotas and capability manifests.', 'priority': 6}, {'goal_description': 'Implement a self‑healing configuration manager that reconciles desired state (mindx_config.json) with actual runtime state, auto‑repairing drifts.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'validation_error_rate_per_1k_requests': '<= 0.5', 'knowledge_graph_growth_rate_per_day': '>= 100 new nodes', 'audit_log integrity (hash mismatch)': '0', 'auto‑recovery mean time to resolution (MTTR) seconds': '<= 30'}, 'potential_risks': ['Cascade failures if fallback provider selection logic contains bugs, leading to request black‑holing.', 'State bloat in the persistent knowledge graph causing storage exhaustion without proper pruning policies.', 'Over‑privileged sandbox plugins could exfiltrate data; requires strict capability enforcement.', 'Meta‑learning loops may converge to sub‑optimal heuristics without human oversight, risking drift.', 'Distributed audit log signing keys compromise could undermine trust in system provenance.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333524 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 148 calls (148 free / 0 paid), 138,196 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,198,811.
- failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333522 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 155 calls (155 free / 0 paid), 148,714 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,198,811.
- failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333513 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 155 calls (155 free / 0 paid), 149,445 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,192,249.
- failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration', 'Continuous Self‑Monitoring & Healing', 'Modular Knowledge Graph Core', 'Secure, Auditable Data Pipelines', 'Scalable Multi‑Model Ensemble'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time provider health dashboard and automated failover engine that selects the optimal LLM based on latency, cost, and error rates.', 'priority': 10}, {'goal_description': 'Add a self‑healing loop: periodic health checks, anomaly detection, and automatic rollback/re‑deployment of corrupted components.', 'priority': 9}, {'goal_description': 'Introduce a lightweight, versioned knowledge graph layer that stores core concepts, inference provenance, and supports incremental learning without full model retraining.', 'priority': 8}, {'goal_description': 'Enforce end‑to‑end cryptographic signing of all inbound/outbound payloads and integrate audit logging for every model invocation.', 'priority': 8}, {'goal_description': 'Create an ensemble inference API that can route a single request to multiple models, aggregate results, and expose confidence scores for downstream decision making.', 'priority': 7}, {'goal_description': 'Develop a plug‑in framework for future providers (e.g., local GPU, edge devices) with a unified interface and sandboxed execution.', 'priority': 6}, {'goal_description': 'Refactor configuration management into a declarative schema (YAML/JSON) with validation and hot‑reload capability.', 'priority': 6}, {'goal_description': 'Add resource‑aware scheduling that caps token usage per provider based on budget constraints and dynamically reallocates capacity.', 'priority': 5}], 'key_performance_indicators': {'mean_provider_switch_time_ms': '<= 150', 'system_uptime_percentage': '>= 99.9', 'anomaly_detection_precision': '>= 0.95', 'average_inference_latency_ms': {'fast_path': '<= 300', 'fallback_path': '<= 600'}, 'audit_log_completeness': '100% of requests', 'knowledge_graph_version_consistency': {'drift': '≤ 0. 1% per week'}, 'ensemble_confidence_correlation': '≥ 0.85 with ground‑truth when available'}, 'potential_risks': ['Complexity of multi‑provider orchestration may introduce subtle race conditions.', 'Knowledge graph persistence could become a single point of failure if not replicated.', 'Aggressive auto‑fallback might increase cost unexpectedly under heavy load.', 'Security hardening (signing, sandboxing) may break legacy integrations.', 'Ensemble aggregation logic could amplify model biases if not monitored.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333511 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 159 calls (159 free / 0 paid), 153,137 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,192,249.
- failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration', 'Continuous Self‑Monitoring & Healing', 'Modular Knowledge Graph Core', 'Secure, Auditable Data Pipelines', 'Scalable Multi‑Model Ensemble'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time provider health dashboard and automated failover engine that selects the optimal LLM based on latency, cost, and error rates.', 'priority': 10}, {'goal_description': 'Add a self‑healing loop: periodic health checks, anomaly detection, and automatic rollback/re‑deployment of corrupted components.', 'priority': 9}, {'goal_description': 'Introduce a lightweight, versioned knowledge graph layer that stores core concepts, inference provenance, and supports incremental learning without full model retraining.', 'priority': 8}, {'goal_description': 'Enforce end‑to‑end cryptographic signing of all inbound/outbound payloads and integrate audit logging for every model invocation.', 'priority': 8}, {'goal_description': 'Create an ensemble inference API that can route a single request to multiple models, aggregate results, and expose confidence scores for downstream decision making.', 'priority': 7}, {'goal_description': 'Develop a plug‑in framework for future providers (e.g., local GPU, edge devices) with a unified interface and sandboxed execution.', 'priority': 6}, {'goal_description': 'Refactor configuration management into a declarative schema (YAML/JSON) with validation and hot‑reload capability.', 'priority': 6}, {'goal_description': 'Add resource‑aware scheduling that caps token usage per provider based on budget constraints and dynamically reallocates capacity.', 'priority': 5}], 'key_performance_indicators': {'mean_provider_switch_time_ms': '<= 150', 'system_uptime_percentage': '>= 99.9', 'anomaly_detection_precision': '>= 0.95', 'average_inference_latency_ms': {'fast_path': '<= 300', 'fallback_path': '<= 600'}, 'audit_log_completeness': '100% of requests', 'knowledge_graph_version_consistency': {'drift': '≤ 0. 1% per week'}, 'ensemble_confidence_correlation': '≥ 0.85 with ground‑truth when available'}, 'potential_risks': ['Complexity of multi‑provider orchestration may introduce subtle race conditions.', 'Knowledge graph persistence could become a single point of failure if not replicated.', 'Aggressive auto‑fallback might increase cost unexpectedly under heavy load.', 'Security hardening (signing, sandboxing) may break legacy integrations.', 'Ensemble aggregation logic could amplify model biases if not monitored.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333500 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 154 calls (154 free / 0 paid), 156,168 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,188,364.
- failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.040 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333498 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 158 calls (158 free / 0 paid), 158,656 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,188,364.
- failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.040 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333489 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 155 calls (155 free / 0 paid), 159,787 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,182,479.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.053 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Consolidation', 'Secure, Auditable State Persistence', 'Meta‑Learning Loop for Continuous Model Selection'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking system that scores each LLM provider/model on latency, cost, and success‑rate, and automatically re‑ranks on‑the‑fly.', 'priority': 9}, {'goal_description': 'Add a watchdog daemon that detects inference failures, triggers fallback, logs root cause, and updates the provider ranking.', 'priority': 9}, {'goal_description': 'Create a unified validation layer that enforces input, output, and model‑specific schemas via Pydantic + JSON‑Schema, with automatic schema evolution from observed data.', 'priority': 8}, {'goal_description': 'Introduce a persistent, tamper‑evident knowledge graph store (e.g., SQLite + Merkle‑tree hash) for all thesis/evidence artifacts to guarantee long‑term recall.', 'priority': 8}, {'goal_description': 'Develop a meta‑learning scheduler that periodically runs benchmark inference jobs across all available models to refresh performance metrics.', 'priority': 7}, {'goal_description': 'Integrate a lightweight, on‑device reinforcement learner that adjusts inference preference modes (auto, local‑only, cloud‑preferred) based on current system health.', 'priority': 7}, {'goal_description': 'Add cryptographic signing of all API responses and internal state checkpoints to protect against tampering and ensure provenance.', 'priority': 6}, {'goal_description': 'Expose a health‑dashboard API and UI widget that visualizes provider health, validation error rates, and knowledge‑graph growth metrics.', 'priority': 6}], 'key_performance_indicators': {'average_inference_success_rate': '≥\u202f99.5\u202f% over 30‑day rolling window', 'fallback_activation_latency': '≤\u202f150\u202fms from failure detection to successful retry', 'validation_error_rate': '≤\u202f0.1\u202f% of total requests', 'knowledge_graph_growth_rate': '≥\u202f10\u202fnew validated evidence nodes per day', 'provider_ranking_refresh_interval': 'Every 6\u202fhours', 'system_uptime': '≥\u202f99.9\u202f% (excluding scheduled maintenance)'}, 'potential_risks': ['Provider API rate‑limit exhaustion during aggressive benchmarking', 'Schema drift causing silent validation bypass if auto‑evolved schemas are not reviewed', 'Increased storage overhead from immutable knowledge checkpoints', 'Complexity of meta‑learning loop leading to feedback instability', 'Potential security exposure if signing keys are not rotated regularly'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333487 memories, 31 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 159 calls (159 free / 0 paid), 168,901 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,182,479.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.053 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Consolidation', 'Secure, Auditable State Persistence', 'Meta‑Learning Loop for Continuous Model Selection'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking system that scores each LLM provider/model on latency, cost, and success‑rate, and automatically re‑ranks on‑the‑fly.', 'priority': 9}, {'goal_description': 'Add a watchdog daemon that detects inference failures, triggers fallback, logs root cause, and updates the provider ranking.', 'priority': 9}, {'goal_description': 'Create a unified validation layer that enforces input, output, and model‑specific schemas via Pydantic + JSON‑Schema, with automatic schema evolution from observed data.', 'priority': 8}, {'goal_description': 'Introduce a persistent, tamper‑evident knowledge graph store (e.g., SQLite + Merkle‑tree hash) for all thesis/evidence artifacts to guarantee long‑term recall.', 'priority': 8}, {'goal_description': 'Develop a meta‑learning scheduler that periodically runs benchmark inference jobs across all available models to refresh performance metrics.', 'priority': 7}, {'goal_description': 'Integrate a lightweight, on‑device reinforcement learner that adjusts inference preference modes (auto, local‑only, cloud‑preferred) based on current system health.', 'priority': 7}, {'goal_description': 'Add cryptographic signing of all API responses and internal state checkpoints to protect against tampering and ensure provenance.', 'priority': 6}, {'goal_description': 'Expose a health‑dashboard API and UI widget that visualizes provider health, validation error rates, and knowledge‑graph growth metrics.', 'priority': 6}], 'key_performance_indicators': {'average_inference_success_rate': '≥\u202f99.5\u202f% over 30‑day rolling window', 'fallback_activation_latency': '≤\u202f150\u202fms from failure detection to successful retry', 'validation_error_rate': '≤\u202f0.1\u202f% of total requests', 'knowledge_graph_growth_rate': '≥\u202f10\u202fnew validated evidence nodes per day', 'provider_ranking_refresh_interval': 'Every 6\u202fhours', 'system_uptime': '≥\u202f99.9\u202f% (excluding scheduled maintenance)'}, 'potential_risks': ['Provider API rate‑limit exhaustion during aggressive benchmarking', 'Schema drift causing silent validation bypass if auto‑evolved schemas are not reviewed', 'Increased storage overhead from immutable knowledge checkpoints', 'Complexity of meta‑learning loop leading to feedback instability', 'Potential security exposure if signing keys are not rotated regularly'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_865: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 865, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333484 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 164 calls (164 free / 0 paid), 176,566 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,182,479.
- pending (mindx_meta_agent, autonomous_loop): Cycle 18: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: llm.ollama_handler: Install Ollama and pull required models for local AI inference
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.053 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Consolidation', 'Secure, Auditable State Persistence', 'Meta‑Learning Loop for Continuous Model Selection'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking system that scores each LLM provider/model on latency, cost, and success‑rate, and automatically re‑ranks on‑the‑fly.', 'priority': 9}, {'goal_description': 'Add a watchdog daemon that detects inference failures, triggers fallback, logs root cause, and updates the provider ranking.', 'priority': 9}, {'goal_description': 'Create a unified validation layer that enforces input, output, and model‑specific schemas via Pydantic + JSON‑Schema, with automatic schema evolution from observed data.', 'priority': 8}, {'goal_description': 'Introduce a persistent, tamper‑evident knowledge graph store (e.g., SQLite + Merkle‑tree hash) for all thesis/evidence artifacts to guarantee long‑term recall.', 'priority': 8}, {'goal_description': 'Develop a meta‑learning scheduler that periodically runs benchmark inference jobs across all available models to refresh performance metrics.', 'priority': 7}, {'goal_description': 'Integrate a lightweight, on‑device reinforcement learner that adjusts inference preference modes (auto, local‑only, cloud‑preferred) based on current system health.', 'priority': 7}, {'goal_description': 'Add cryptographic signing of all API responses and internal state checkpoints to protect against tampering and ensure provenance.', 'priority': 6}, {'goal_description': 'Expose a health‑dashboard API and UI widget that visualizes provider health, validation error rates, and knowledge‑graph growth metrics.', 'priority': 6}], 'key_performance_indicators': {'average_inference_success_rate': '≥\u202f99.5\u202f% over 30‑day rolling window', 'fallback_activation_latency': '≤\u202f150\u202fms from failure detection to successful retry', 'validation_error_rate': '≤\u202f0.1\u202f% of total requests', 'knowledge_graph_growth_rate': '≥\u202f10\u202fnew validated evidence nodes per day', 'provider_ranking_refresh_interval': 'Every 6\u202fhours', 'system_uptime': '≥\u202f99.9\u202f% (excluding scheduled maintenance)'}, 'potential_risks': ['Provider API rate‑limit exhaustion during aggressive benchmarking', 'Schema drift causing silent validation bypass if auto‑evolved schemas are not reviewed', 'Increased storage overhead from immutable knowledge checkpoints', 'Complexity of meta‑learning loop leading to feedback instability', 'Potential security exposure if signing keys are not rotated regularly'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333476 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 162 calls (162 free / 0 paid), 180,305 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,179,273.
- failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.066 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.061 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.061 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333474 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 168 calls (168 free / 0 paid), 189,593 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,179,273.
- failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.066 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.061 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.061 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333466 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 164 calls (164 free / 0 paid), 193,619 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,176,516.
- failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.098 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.086 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.080 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration', 'Self‑Healing Runtime & Automated Rollback', 'Meta‑Learning for Model Selection', 'Secure, Auditable Data Pipelines', 'Observability & KPI‑Driven Feedback Loops', 'Modular Plug‑in Architecture for Future Models'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑layer orchestration engine that selects, monitors, and switches LLM providers in real‑time based on latency, cost, and health metrics.', 'priority': 10}, {'goal_description': 'Add a self‑healing supervisor that detects component failures, triggers automated rollbacks to the last known good state, and logs immutable recovery actions.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that continuously evaluates inference quality across providers and updates the task‑model map with learned preferences.', 'priority': 8}, {'goal_description': 'Introduce cryptographic provenance tags on all input/output payloads and enforce end‑to‑end validation pipelines to prevent data corruption or tampering.', 'priority': 8}, {'goal_description': 'Deploy a unified observability stack (metrics, traces, logs) with dashboards for latency, error rates, cost per token, and model drift; expose KPI alerts to the coordinator agent.', 'priority': 7}, {'goal_description': 'Refactor the codebase into a plug‑in framework allowing hot‑swap of new provider adapters or model families without service downtime.', 'priority': 7}, {'goal_description': 'Extend rate‑limiting to adaptive quotas per provider, automatically throttling high‑cost models during budget constraints.', 'priority': 6}, {'goal_description': 'Document and version‑control all configuration schemas; add schema migration tooling to ensure backward compatibility.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 150', 'error_rate_per_10k_requests': '<= 0.5', 'fallback_activation_rate': '<= 2%', 'cost_per_1k_tokens_usd': '<= 0.02 (weighted average)', 'self_healing_success_rate': '>= 98%', 'model_quality_score_improvement': '>= 5% QoE over baseline (measured quarterly)', 'configuration_drift_detection_time_sec': '<= 30'}, 'potential_risks': ['Orchestration complexity causing race conditions or deadlocks during rapid provider switching.', 'Self‑healing rollback may revert to outdated model versions, reducing inference quality.', 'Meta‑learning feedback loops could over‑fit to short‑term latency, ignoring long‑term model robustness.', 'Increased surface area for security breaches via new plug‑in interfaces.', 'Cost escalation if adaptive quotas fail to respect budget thresholds during traffic spikes.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333464 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 170 calls (170 free / 0 paid), 203,758 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,176,516.
- failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.098 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.086 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.080 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration', 'Self‑Healing Runtime & Automated Rollback', 'Meta‑Learning for Model Selection', 'Secure, Auditable Data Pipelines', 'Observability & KPI‑Driven Feedback Loops', 'Modular Plug‑in Architecture for Future Models'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑layer orchestration engine that selects, monitors, and switches LLM providers in real‑time based on latency, cost, and health metrics.', 'priority': 10}, {'goal_description': 'Add a self‑healing supervisor that detects component failures, triggers automated rollbacks to the last known good state, and logs immutable recovery actions.', 'priority': 9}, {'goal_description': 'Create a meta‑learning service that continuously evaluates inference quality across providers and updates the task‑model map with learned preferences.', 'priority': 8}, {'goal_description': 'Introduce cryptographic provenance tags on all input/output payloads and enforce end‑to‑end validation pipelines to prevent data corruption or tampering.', 'priority': 8}, {'goal_description': 'Deploy a unified observability stack (metrics, traces, logs) with dashboards for latency, error rates, cost per token, and model drift; expose KPI alerts to the coordinator agent.', 'priority': 7}, {'goal_description': 'Refactor the codebase into a plug‑in framework allowing hot‑swap of new provider adapters or model families without service downtime.', 'priority': 7}, {'goal_description': 'Extend rate‑limiting to adaptive quotas per provider, automatically throttling high‑cost models during budget constraints.', 'priority': 6}, {'goal_description': 'Document and version‑control all configuration schemas; add schema migration tooling to ensure backward compatibility.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 150', 'error_rate_per_10k_requests': '<= 0.5', 'fallback_activation_rate': '<= 2%', 'cost_per_1k_tokens_usd': '<= 0.02 (weighted average)', 'self_healing_success_rate': '>= 98%', 'model_quality_score_improvement': '>= 5% QoE over baseline (measured quarterly)', 'configuration_drift_detection_time_sec': '<= 30'}, 'potential_risks': ['Orchestration complexity causing race conditions or deadlocks during rapid provider switching.', 'Self‑healing rollback may revert to outdated model versions, reducing inference quality.', 'Meta‑learning feedback loops could over‑fit to short‑term latency, ignoring long‑term model robustness.', 'Increased surface area for security breaches via new plug‑in interfaces.', 'Cost escalation if adaptive quotas fail to respect budget thresholds during traffic spikes.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333452 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 165 calls (165 free / 0 paid), 204,936 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,170,645.
- completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: godel_c
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.133 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.122 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T13:35:04.595794 — 256.5s, waning_crescent, 19 recommendations
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Layer – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Multi‑Provider Orchestration Engine', 'Continuous Self‑Monitoring & Automated Remediation', 'Modular Knowledge Graph & Long‑Term Memory', 'Secure, Auditable Configuration & Credential Management', 'Scalable Edge‑Ready Deployment (container & serverless)'], 'bdi_todo_list': [{'goal_description': 'Implement a policy‑driven orchestration layer that selects, routes, and load‑balances across all available LLM providers in real time, with graceful degradation and cost‑aware preferences.', 'priority': 10}, {'goal_description': 'Add a health‑check & telemetry subsystem that continuously monitors provider latency, error rates, token usage, and cost, feeding back into the orchestration policy.', 'priority': 9}, {'goal_description': 'Create a self‑healing loop: on detection of repeated failures, automatically trigger fallback, retrain lightweight routing models, and log incidents for post‑mortem analysis.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph that stores validated inference outcomes, citations, and reasoning traces for long‑term recall and auditability.', 'priority': 8}, {'goal_description': 'Develop a secure credential vault integration (e.g., HashiCorp Vault or AWS Secrets Manager) with automated rotation and audit logs for all provider API keys.', 'priority': 8}, {'goal_description': 'Add a configurable policy engine (OPA‑style) to enforce per‑agent usage quotas, data‑privacy constraints, and ethical guardrails.', 'priority': 7}, {'goal_description': 'Package the entire stack as Docker Compose and optional serverless manifests to enable edge deployment and redundancy across geographic zones.', 'priority': 6}, {'goal_description': 'Implement a lightweight meta‑learning component that periodically evaluates model performance on a held‑out benchmark suite and suggests upgrades or pruning of under‑performing models.', 'priority': 6}], 'key_performance_indicators': {'mean_provider_latency_ms': '<= 120', 'fallback_success_rate_percent': '>= 99.5', 'daily_cost_per_token_usd': '<= 0.0000015', 'knowledge_graph_growth_rate_percent': '>= 5', 'incident_detection_to_remediation_seconds': '<= 30', 'configuration_drift_events_per_month': '<= 1'}, 'potential_risks': ['Provider API rate‑limit exhaustion during aggressive fallback loops', 'Credential leakage if vault integration mis‑configures access policies', 'Knowledge graph bloat leading to storage cost overruns', 'Policy engine mis‑specification causing unintended model throttling', 'Complexity of orchestration layer introducing new failure modes'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333449 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 174 calls (174 free / 0 paid), 216,961 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,170,645.
- failed (mindx_meta_agent, autonomous_loop): Cycle 15 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 15: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.133 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.122 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Layer – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Multi‑Provider Orchestration Engine', 'Continuous Self‑Monitoring & Automated Remediation', 'Modular Knowledge Graph & Long‑Term Memory', 'Secure, Auditable Configuration & Credential Management', 'Scalable Edge‑Ready Deployment (container & serverless)'], 'bdi_todo_list': [{'goal_description': 'Implement a policy‑driven orchestration layer that selects, routes, and load‑balances across all available LLM providers in real time, with graceful degradation and cost‑aware preferences.', 'priority': 10}, {'goal_description': 'Add a health‑check & telemetry subsystem that continuously monitors provider latency, error rates, token usage, and cost, feeding back into the orchestration policy.', 'priority': 9}, {'goal_description': 'Create a self‑healing loop: on detection of repeated failures, automatically trigger fallback, retrain lightweight routing models, and log incidents for post‑mortem analysis.', 'priority': 9}, {'goal_description': 'Introduce a persistent, versioned knowledge graph that stores validated inference outcomes, citations, and reasoning traces for long‑term recall and auditability.', 'priority': 8}, {'goal_description': 'Develop a secure credential vault integration (e.g., HashiCorp Vault or AWS Secrets Manager) with automated rotation and audit logs for all provider API keys.', 'priority': 8}, {'goal_description': 'Add a configurable policy engine (OPA‑style) to enforce per‑agent usage quotas, data‑privacy constraints, and ethical guardrails.', 'priority': 7}, {'goal_description': 'Package the entire stack as Docker Compose and optional serverless manifests to enable edge deployment and redundancy across geographic zones.', 'priority': 6}, {'goal_description': 'Implement a lightweight meta‑learning component that periodically evaluates model performance on a held‑out benchmark suite and suggests upgrades or pruning of under‑performing models.', 'priority': 6}], 'key_performance_indicators': {'mean_provider_latency_ms': '<= 120', 'fallback_success_rate_percent': '>= 99.5', 'daily_cost_per_token_usd': '<= 0.0000015', 'knowledge_graph_growth_rate_percent': '>= 5', 'incident_detection_to_remediation_seconds': '<= 30', 'configuration_drift_events_per_month': '<= 1'}, 'potential_risks': ['Provider API rate‑limit exhaustion during aggressive fallback loops', 'Credential leakage if vault integration mis‑configures access policies', 'Knowledge graph bloat leading to storage cost overruns', 'Policy engine mis‑specification causing unintended model throttling', 'Complexity of orchestration layer introducing new failure modes'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333440 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 171 calls (171 free / 0 paid), 219,084 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,165,691.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.159 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.147 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.134 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Adaptive Fallback', 'Self‑Healing Validation & Monitoring Loop', 'Meta‑Learning Knowledge Base for Continuous Improvement', 'Secure, Auditable Execution Environment', 'Scalable Multi‑Agent Coordination'], 'bdi_todo_list': [{'goal_description': 'Implement a probabilistic model selector that routes inference requests based on latency, cost, and success‑rate metrics, updating preferences in real time.', 'priority': 9}, {'goal_description': 'Add a self‑healing watchdog that detects validation failures or provider outages, auto‑generates corrective patches, and re‑queues affected tasks.', 'priority': 8}, {'goal_description': 'Create a persistent meta‑learning store that logs inference outcomes, prompt‑response patterns, and improvement suggestions, feeding them back into the backlog generator.', 'priority': 8}, {'goal_description': 'Integrate cryptographic signing of all API payloads and responses, with immutable audit logs stored in a tamper‑evident ledger.', 'priority': 7}, {'goal_description': 'Develop a lightweight coordination protocol (e.g., CRDT‑based) for multiple coordinator agents to share state without single‑point failure.', 'priority': 6}, {'goal_description': 'Introduce a configurable “perpetuity mode” that caps resource usage per epoch and triggers graceful degradation while preserving core functionality.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after primary provider failure (target ≥ 99.5%)', 'mean_time_to_recover': 'Average time from detection of a validation or provider issue to automated remediation (target ≤ 30\u202fseconds)', 'inference_cost_per_token': 'Weighted cost across providers, normalized to baseline (target ≤ 0.85× current average)', 'validation_error_rate': 'Rate of input/output validation rejections (target ≤ 0.1%)', 'knowledge_growth_rate': 'Number of new meta‑learning entries per day (target ≥ 150)', 'audit_log integrity': 'Percentage of logs with valid cryptographic signatures (target 100%)'}, 'potential_risks': ['Over‑complex orchestration may introduce latency spikes if metric collection is not lightweight.', 'Automated self‑healing patches could propagate unintended behavior without human review.', 'Cryptographic overhead might affect throughput on low‑resource deployments.', 'Coordination protocol bugs could cause state divergence between agents.', 'Cost optimization heuristics might inadvertently select sub‑optimal models under edge‑case workloads.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333438 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 175 calls (175 free / 0 paid), 227,986 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,165,691.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.159 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.147 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.134 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Adaptive Fallback', 'Self‑Healing Validation & Monitoring Loop', 'Meta‑Learning Knowledge Base for Continuous Improvement', 'Secure, Auditable Execution Environment', 'Scalable Multi‑Agent Coordination'], 'bdi_todo_list': [{'goal_description': 'Implement a probabilistic model selector that routes inference requests based on latency, cost, and success‑rate metrics, updating preferences in real time.', 'priority': 9}, {'goal_description': 'Add a self‑healing watchdog that detects validation failures or provider outages, auto‑generates corrective patches, and re‑queues affected tasks.', 'priority': 8}, {'goal_description': 'Create a persistent meta‑learning store that logs inference outcomes, prompt‑response patterns, and improvement suggestions, feeding them back into the backlog generator.', 'priority': 8}, {'goal_description': 'Integrate cryptographic signing of all API payloads and responses, with immutable audit logs stored in a tamper‑evident ledger.', 'priority': 7}, {'goal_description': 'Develop a lightweight coordination protocol (e.g., CRDT‑based) for multiple coordinator agents to share state without single‑point failure.', 'priority': 6}, {'goal_description': 'Introduce a configurable “perpetuity mode” that caps resource usage per epoch and triggers graceful degradation while preserving core functionality.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after primary provider failure (target ≥ 99.5%)', 'mean_time_to_recover': 'Average time from detection of a validation or provider issue to automated remediation (target ≤ 30\u202fseconds)', 'inference_cost_per_token': 'Weighted cost across providers, normalized to baseline (target ≤ 0.85× current average)', 'validation_error_rate': 'Rate of input/output validation rejections (target ≤ 0.1%)', 'knowledge_growth_rate': 'Number of new meta‑learning entries per day (target ≥ 150)', 'audit_log integrity': 'Percentage of logs with valid cryptographic signatures (target 100%)'}, 'potential_risks': ['Over‑complex orchestration may introduce latency spikes if metric collection is not lightweight.', 'Automated self‑healing patches could propagate unintended behavior without human review.', 'Cryptographic overhead might affect throughput on low‑resource deployments.', 'Coordination protocol bugs could cause state divergence between agents.', 'Cost optimization heuristics might inadvertently select sub‑optimal models under edge‑case workloads.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333430 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 173 calls (173 free / 0 paid), 230,069 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,160,722.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.171 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.159 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.159 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration', 'Self‑Healing Model Registry', 'Continuous Validation & Telemetry Loop', 'Modular Knowledge‑Base Evolution', 'Secure, Auditable Agent Governance'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time provider health monitor that auto‑re‑ranks LLM providers based on latency, error rate, and cost, feeding back into the fallback hierarchy.', 'priority': 10}, {'goal_description': 'Add a self‑healing wrapper around llm.model_registry that can reload, replace, or spin‑up alternative model instances when a provider becomes unavailable.', 'priority': 9}, {'goal_description': 'Introduce a unified telemetry pipeline (OpenTelemetry) to capture inference latency, token usage, validation failures, and fallback events for continuous learning.', 'priority': 8}, {'goal_description': 'Create a modular knowledge‑base versioning system that snapshots validated thesis/evidence data and enables roll‑back or branching for long‑term knowledge continuity.', 'priority': 7}, {'goal_description': 'Deploy a policy engine (OPA) to enforce agent authority, configuration compliance, and rate‑limit overrides, ensuring secure governance as the system scales.', 'priority': 6}, {'goal_description': 'Automate periodic synthetic test suites that generate controlled queries to all providers, validating output schemas and detecting drift.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after primary provider failure (target > 99.5%)', 'mean_inference_latency': 'Average latency across all providers, weighted by usage (target < 350\u202fms for <70\u202fB models)', 'validation_error_rate': 'Rate of input/output validation failures per 10k requests (target < 0.1%)', 'knowledge_stability_index': 'Number of knowledge‑base roll‑backs per month (target ≤ 1)', 'governance_compliance_score': 'OPA policy pass rate for all agent actions (target 100%)'}, 'potential_risks': ['Over‑complex orchestration may introduce latency spikes if health checks are too frequent.', 'Self‑healing reloads could cause transient state loss without proper checkpointing.', 'Telemetry data volume may overwhelm storage if not throttled or aggregated.', 'Policy engine misconfiguration could unintentionally block legitimate agent actions.', 'Synthetic test generation might produce biased workloads, masking real‑world edge cases.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333427 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 172 calls (172 free / 0 paid), 229,845 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,160,498.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.186 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.171 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.159 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration', 'Self‑Healing Model Registry', 'Continuous Validation & Telemetry Loop', 'Modular Knowledge‑Base Evolution', 'Secure, Auditable Agent Governance'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time provider health monitor that auto‑re‑ranks LLM providers based on latency, error rate, and cost, feeding back into the fallback hierarchy.', 'priority': 10}, {'goal_description': 'Add a self‑healing wrapper around llm.model_registry that can reload, replace, or spin‑up alternative model instances when a provider becomes unavailable.', 'priority': 9}, {'goal_description': 'Introduce a unified telemetry pipeline (OpenTelemetry) to capture inference latency, token usage, validation failures, and fallback events for continuous learning.', 'priority': 8}, {'goal_description': 'Create a modular knowledge‑base versioning system that snapshots validated thesis/evidence data and enables roll‑back or branching for long‑term knowledge continuity.', 'priority': 7}, {'goal_description': 'Deploy a policy engine (OPA) to enforce agent authority, configuration compliance, and rate‑limit overrides, ensuring secure governance as the system scales.', 'priority': 6}, {'goal_description': 'Automate periodic synthetic test suites that generate controlled queries to all providers, validating output schemas and detecting drift.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after primary provider failure (target > 99.5%)', 'mean_inference_latency': 'Average latency across all providers, weighted by usage (target < 350\u202fms for <70\u202fB models)', 'validation_error_rate': 'Rate of input/output validation failures per 10k requests (target < 0.1%)', 'knowledge_stability_index': 'Number of knowledge‑base roll‑backs per month (target ≤ 1)', 'governance_compliance_score': 'OPA policy pass rate for all agent actions (target 100%)'}, 'potential_risks': ['Over‑complex orchestration may introduce latency spikes if health checks are too frequent.', 'Self‑healing reloads could cause transient state loss without proper checkpointing.', 'Telemetry data volume may overwhelm storage if not throttled or aggregated.', 'Policy engine misconfiguration could unintentionally block legitimate agent actions.', 'Synthetic test generation might produce biased workloads, masking real‑world edge cases.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333425 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 175 calls (175 free / 0 paid), 232,263 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,160,498.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.186 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.171 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.159 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Orchestration & Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration', 'Self‑Healing Model Registry', 'Continuous Validation & Telemetry Loop', 'Modular Knowledge‑Base Evolution', 'Secure, Auditable Agent Governance'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time provider health monitor that auto‑re‑ranks LLM providers based on latency, error rate, and cost, feeding back into the fallback hierarchy.', 'priority': 10}, {'goal_description': 'Add a self‑healing wrapper around llm.model_registry that can reload, replace, or spin‑up alternative model instances when a provider becomes unavailable.', 'priority': 9}, {'goal_description': 'Introduce a unified telemetry pipeline (OpenTelemetry) to capture inference latency, token usage, validation failures, and fallback events for continuous learning.', 'priority': 8}, {'goal_description': 'Create a modular knowledge‑base versioning system that snapshots validated thesis/evidence data and enables roll‑back or branching for long‑term knowledge continuity.', 'priority': 7}, {'goal_description': 'Deploy a policy engine (OPA) to enforce agent authority, configuration compliance, and rate‑limit overrides, ensuring secure governance as the system scales.', 'priority': 6}, {'goal_description': 'Automate periodic synthetic test suites that generate controlled queries to all providers, validating output schemas and detecting drift.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after primary provider failure (target > 99.5%)', 'mean_inference_latency': 'Average latency across all providers, weighted by usage (target < 350\u202fms for <70\u202fB models)', 'validation_error_rate': 'Rate of input/output validation failures per 10k requests (target < 0.1%)', 'knowledge_stability_index': 'Number of knowledge‑base roll‑backs per month (target ≤ 1)', 'governance_compliance_score': 'OPA policy pass rate for all agent actions (target 100%)'}, 'potential_risks': ['Over‑complex orchestration may introduce latency spikes if health checks are too frequent.', 'Self‑healing reloads could cause transient state loss without proper checkpointing.', 'Telemetry data volume may overwhelm storage if not throttled or aggregated.', 'Policy engine misconfiguration could unintentionally block legitimate agent actions.', 'Synthetic test generation might produce biased workloads, masking real‑world edge cases.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333416 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 172 calls (172 free / 0 paid), 234,097 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,155,386.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.212 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.196 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.183 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Meta‑Learning Model Selection', 'Secure, Auditable State Persistence', 'Autonomous Improvement Loop'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider orchestration layer that monitors latency, error rates, and cost, automatically re‑routing inference requests to the optimal LLM (local, edge, or cloud) without human intervention.', 'priority': 10}, {'goal_description': 'Add continuous self‑validation pipelines that generate synthetic inputs, run them through the full stack, and compare outputs against learned invariants; trigger automated rollback or retraining when drift exceeds thresholds.', 'priority': 9}, {'goal_description': 'Create a meta‑learning module that records performance metrics per model per task and uses reinforcement learning to update the task‑model mapping in real time.', 'priority': 8}, {'goal_description': 'Introduce immutable, cryptographically signed state checkpoints (model registry, preference config, validation schemas) stored in a distributed ledger‑like log to guarantee perpetual recoverability.', 'priority': 8}, {'goal_description': 'Design an autonomous improvement loop that consumes the backlog, prioritizes items via a utility function aligned with Resilience and Perpetuity, and generates PRs/tests automatically.', 'priority': 7}, {'goal_description': 'Expand rate‑limiting and circuit‑breaker logic to include per‑provider quota awareness and graceful degradation to fallback models when quotas are exhausted.', 'priority': 7}, {'goal_description': 'Integrate fine‑grained audit logging for all inference paths, validation steps, and orchestration decisions to support forensic analysis and compliance.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 120', 'error_rate_per_10k_requests': '<= 0.5', 'fallback_activation_rate': '<= 2%', 'validation_failure_rate': '<= 0.1%', 'auto‑improvement cycle time (days)': '<= 3', 'state‑checkpoint integrity (hash match %)': '100', 'model‑task utility score improvement per month': '>= 5%'}, 'potential_risks': ['Orchestration feedback loops causing oscillation between providers.', 'Excessive checkpoint size leading to storage bloat and slower recovery.', 'Meta‑learning overfitting to recent traffic patterns, reducing long‑term diversity.', 'Automated PR generation may introduce regressions if test coverage is insufficient.', 'Circuit‑breaker thresholds mis‑tuned, causing unnecessary degradation.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333414 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 176 calls (176 free / 0 paid), 238,052 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,155,386.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.212 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.196 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.183 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Meta‑Learning Model Selection', 'Secure, Auditable State Persistence', 'Autonomous Improvement Loop'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider orchestration layer that monitors latency, error rates, and cost, automatically re‑routing inference requests to the optimal LLM (local, edge, or cloud) without human intervention.', 'priority': 10}, {'goal_description': 'Add continuous self‑validation pipelines that generate synthetic inputs, run them through the full stack, and compare outputs against learned invariants; trigger automated rollback or retraining when drift exceeds thresholds.', 'priority': 9}, {'goal_description': 'Create a meta‑learning module that records performance metrics per model per task and uses reinforcement learning to update the task‑model mapping in real time.', 'priority': 8}, {'goal_description': 'Introduce immutable, cryptographically signed state checkpoints (model registry, preference config, validation schemas) stored in a distributed ledger‑like log to guarantee perpetual recoverability.', 'priority': 8}, {'goal_description': 'Design an autonomous improvement loop that consumes the backlog, prioritizes items via a utility function aligned with Resilience and Perpetuity, and generates PRs/tests automatically.', 'priority': 7}, {'goal_description': 'Expand rate‑limiting and circuit‑breaker logic to include per‑provider quota awareness and graceful degradation to fallback models when quotas are exhausted.', 'priority': 7}, {'goal_description': 'Integrate fine‑grained audit logging for all inference paths, validation steps, and orchestration decisions to support forensic analysis and compliance.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 120', 'error_rate_per_10k_requests': '<= 0.5', 'fallback_activation_rate': '<= 2%', 'validation_failure_rate': '<= 0.1%', 'auto‑improvement cycle time (days)': '<= 3', 'state‑checkpoint integrity (hash match %)': '100', 'model‑task utility score improvement per month': '>= 5%'}, 'potential_risks': ['Orchestration feedback loops causing oscillation between providers.', 'Excessive checkpoint size leading to storage bloat and slower recovery.', 'Meta‑learning overfitting to recent traffic patterns, reducing long‑term diversity.', 'Automated PR generation may introduce regressions if test coverage is insufficient.', 'Circuit‑breaker thresholds mis‑tuned, causing unnecessary degradation.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333405 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 173 calls (173 free / 0 paid), 239,807 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,150,138.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 10: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.239 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.220 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.208 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333403 memories, 30 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 179 calls (179 free / 0 paid), 249,648 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,150,138.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 10: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.239 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.220 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.208 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_863: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 863, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333394 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 176 calls (176 free / 0 paid), 251,788 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,145,448.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 10: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.265 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.244 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.232 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Core & Self‑Healing Loop', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Multi‑Provider Redundancy', 'Self‑Monitoring, Telemetry & Automated Healing', 'Secure, Version‑Controlled Configuration & Secrets Management', 'Incremental Knowledge Graph & Persistent Memory Layer', 'Policy‑Driven Rate Limiting & Adaptive Load Balancing', 'Extensible Plugin Architecture for Future Cognitive Resources'], 'bdi_todo_list': [{'goal_description': 'Implement a unified Model Orchestrator that selects, routes, and fallbacks across all providers (Ollama, vLLM, Together, OpenAI, Anthropic, Grok) based on latency, cost, and health metrics.', 'priority': 10}, {'goal_description': 'Add continuous health‑checks and heartbeat telemetry for each provider; auto‑disable failing endpoints and trigger recovery hooks.', 'priority': 9}, {'goal_description': 'Create a persistent Knowledge Graph (KG) backed by a lightweight embedded store (e.g., SQLite + RDF) to retain learned facts across restarts, enabling long‑term continuity.', 'priority': 9}, {'goal_description': 'Introduce a Self‑Healing Loop: detect anomalies via metrics, replay recent failed inference through alternative models, and auto‑patch configuration.', 'priority': 8}, {'goal_description': 'Integrate a Secrets Vault abstraction (e.g., HashiCorp Vault or OS‑level env‑store) and enforce that all API keys are accessed only through the vault, revoking direct .env exposure.', 'priority': 8}, {'goal_description': 'Develop a Policy Engine for adaptive rate limiting that adjusts limits per‑provider based on real‑time usage and cost budgets.', 'priority': 7}, {'goal_description': 'Design a Plugin SDK allowing third‑party cognitive resources (new LLMs, tool‑use modules) to be hot‑loaded without core redeployment.', 'priority': 7}, {'goal_description': 'Upgrade input/output validation to schema‑versioned contracts, enabling backward‑compatible API evolution.', 'priority': 6}, {'goal_description': 'Add automated regression test suite covering fallback paths, KG persistence, and security constraints; run on every CI build.', 'priority': 6}, {'goal_description': 'Document the Resilience & Perpetuity design patterns in the MindX handbook and generate self‑explanatory diagrams for future agents.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests automatically rerouted to an alternate provider after primary failure (target ≥ 99.5%)', 'mean_time_to_recover': 'Average time from provider outage detection to successful failover (target ≤ 30\u202fseconds)', 'knowledge_graph_uptime': 'Availability of persistent KG across restarts (target 100%)', 'rate_limit_adaptation_latency': 'Time to adjust limits after cost/usage spikes (target ≤ 10\u202fseconds)', 'security_compliance_score': 'Pass rate of automated secret‑leak scans (target 100%)', 'plugin_load_success': 'Successful hot‑load of new cognitive modules without service restart (target ≥ 95%)'}, 'potential_risks': ['Complexity of multi‑provider orchestration may introduce subtle routing bugs leading to request loops.', 'Persistent KG could become a single point of failure if storage corruption occurs; requires backup & integrity checks.', 'Automated secret vault integration may lock out agents if vault credentials are mis‑configured.', 'Adaptive rate limiting might unintentionally throttle critical workloads during sudden traffic bursts.', 'Plugin SDK security surface expands attack vector; must enforce sandboxing and signature verification.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333392 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 182 calls (182 free / 0 paid), 262,090 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,145,448.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 10: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.265 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.244 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.232 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity v0.5 – Adaptive Core & Self‑Healing Loop', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Multi‑Provider Redundancy', 'Self‑Monitoring, Telemetry & Automated Healing', 'Secure, Version‑Controlled Configuration & Secrets Management', 'Incremental Knowledge Graph & Persistent Memory Layer', 'Policy‑Driven Rate Limiting & Adaptive Load Balancing', 'Extensible Plugin Architecture for Future Cognitive Resources'], 'bdi_todo_list': [{'goal_description': 'Implement a unified Model Orchestrator that selects, routes, and fallbacks across all providers (Ollama, vLLM, Together, OpenAI, Anthropic, Grok) based on latency, cost, and health metrics.', 'priority': 10}, {'goal_description': 'Add continuous health‑checks and heartbeat telemetry for each provider; auto‑disable failing endpoints and trigger recovery hooks.', 'priority': 9}, {'goal_description': 'Create a persistent Knowledge Graph (KG) backed by a lightweight embedded store (e.g., SQLite + RDF) to retain learned facts across restarts, enabling long‑term continuity.', 'priority': 9}, {'goal_description': 'Introduce a Self‑Healing Loop: detect anomalies via metrics, replay recent failed inference through alternative models, and auto‑patch configuration.', 'priority': 8}, {'goal_description': 'Integrate a Secrets Vault abstraction (e.g., HashiCorp Vault or OS‑level env‑store) and enforce that all API keys are accessed only through the vault, revoking direct .env exposure.', 'priority': 8}, {'goal_description': 'Develop a Policy Engine for adaptive rate limiting that adjusts limits per‑provider based on real‑time usage and cost budgets.', 'priority': 7}, {'goal_description': 'Design a Plugin SDK allowing third‑party cognitive resources (new LLMs, tool‑use modules) to be hot‑loaded without core redeployment.', 'priority': 7}, {'goal_description': 'Upgrade input/output validation to schema‑versioned contracts, enabling backward‑compatible API evolution.', 'priority': 6}, {'goal_description': 'Add automated regression test suite covering fallback paths, KG persistence, and security constraints; run on every CI build.', 'priority': 6}, {'goal_description': 'Document the Resilience & Perpetuity design patterns in the MindX handbook and generate self‑explanatory diagrams for future agents.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests automatically rerouted to an alternate provider after primary failure (target ≥ 99.5%)', 'mean_time_to_recover': 'Average time from provider outage detection to successful failover (target ≤ 30\u202fseconds)', 'knowledge_graph_uptime': 'Availability of persistent KG across restarts (target 100%)', 'rate_limit_adaptation_latency': 'Time to adjust limits after cost/usage spikes (target ≤ 10\u202fseconds)', 'security_compliance_score': 'Pass rate of automated secret‑leak scans (target 100%)', 'plugin_load_success': 'Successful hot‑load of new cognitive modules without service restart (target ≥ 95%)'}, 'potential_risks': ['Complexity of multi‑provider orchestration may introduce subtle routing bugs leading to request loops.', 'Persistent KG could become a single point of failure if storage corruption occurs; requires backup & integrity checks.', 'Automated secret vault integration may lock out agents if vault credentials are mis‑configured.', 'Adaptive rate limiting might unintentionally throttle critical workloads during sudden traffic bursts.', 'Plugin SDK security surface expands attack vector; must enforce sandboxing and signature verification.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333383 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 180 calls (180 free / 0 paid), 263,994 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,140,390.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.292 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.269 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.257 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Meta‑Learning Loop for Continuous Model Selection', 'Secure, Auditable Data Pipelines', 'Modular Knowledge Graph & Long‑Term Memory', 'Automated Governance & Ethical Guardrails'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health‑check & auto‑fallback router that monitors latency, error rates, and cost across all LLM providers, re‑routing requests without losing context.', 'priority': 10}, {'goal_description': 'Create a meta‑learning service that logs inference outcomes, evaluates model performance per task, and updates the task_model_map automatically (reinforcement‑learning‑style).', 'priority': 9}, {'goal_description': 'Introduce a versioned, immutable knowledge graph layer that stores validated facts, citations, and reasoning traces for perpetual recall.', 'priority': 8}, {'goal_description': 'Add cryptographic signing and audit logging for all input/output payloads to guarantee provenance and detect tampering.', 'priority': 8}, {'goal_description': 'Deploy a policy engine (e.g., Open Policy Agent) to enforce ethical constraints, rate limits, and resource quotas per agent and per user.', 'priority': 7}, {'goal_description': 'Refactor the configuration system into a declarative JSON/YAML schema with schema‑validation and hot‑reload capability.', 'priority': 6}, {'goal_description': 'Integrate a lightweight on‑device cache (Redis or SQLite) for frequently used inference results to reduce external calls and improve resilience.', 'priority': 6}, {'goal_description': 'Establish a self‑diagnostic scheduler that runs nightly sanity checks, reports drift, and triggers automated remediation scripts.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after a primary provider failure (target ≥ 99.5%)', 'mean_time_to_recover': 'Average time from provider outage detection to successful fallback (target ≤ 2 seconds)', 'model_selection_accuracy': 'Correlation between meta‑learning selected model and ground‑truth quality score (target ≥ 0.92)', 'knowledge_graph_consistency': 'Rate of validated triples without conflict per day (target ≥ 99.9%)', 'audit_log_integrity': 'Number of unsigned or malformed logs per month (target = 0)', 'policy_violation_rate': 'Detected policy breaches per million requests (target ≤ 0.1)', 'cache_hit_ratio': 'Proportion of inference requests served from local cache (target ≥ 30%)'}, 'potential_risks': ['Cascade failures if fallback router misclassifies provider health, leading to request storms on a single endpoint.', 'Meta‑learning loop may over‑fit to short‑term performance metrics, causing model churn and instability.', 'Knowledge graph growth could outpace storage or verification capacity, introducing stale or contradictory facts.', 'Policy engine latency might add overhead to high‑throughput paths, affecting user experience.', 'Cryptographic signing introduces key‑management complexity; loss of keys could{ } impede auditability.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333381 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 228 calls (228 free / 0 paid), 310,909 tokens, $0.000000. Top: ollama, ollama_cloud, openrouter/OpenInference. All-time tokens: 12,140,390.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.292 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.269 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.257 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Meta‑Learning Loop for Continuous Model Selection', 'Secure, Auditable Data Pipelines', 'Modular Knowledge Graph & Long‑Term Memory', 'Automated Governance & Ethical Guardrails'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health‑check & auto‑fallback router that monitors latency, error rates, and cost across all LLM providers, re‑routing requests without losing context.', 'priority': 10}, {'goal_description': 'Create a meta‑learning service that logs inference outcomes, evaluates model performance per task, and updates the task_model_map automatically (reinforcement‑learning‑style).', 'priority': 9}, {'goal_description': 'Introduce a versioned, immutable knowledge graph layer that stores validated facts, citations, and reasoning traces for perpetual recall.', 'priority': 8}, {'goal_description': 'Add cryptographic signing and audit logging for all input/output payloads to guarantee provenance and detect tampering.', 'priority': 8}, {'goal_description': 'Deploy a policy engine (e.g., Open Policy Agent) to enforce ethical constraints, rate limits, and resource quotas per agent and per user.', 'priority': 7}, {'goal_description': 'Refactor the configuration system into a declarative JSON/YAML schema with schema‑validation and hot‑reload capability.', 'priority': 6}, {'goal_description': 'Integrate a lightweight on‑device cache (Redis or SQLite) for frequently used inference results to reduce external calls and improve resilience.', 'priority': 6}, {'goal_description': 'Establish a self‑diagnostic scheduler that runs nightly sanity checks, reports drift, and triggers automated remediation scripts.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after a primary provider failure (target ≥ 99.5%)', 'mean_time_to_recover': 'Average time from provider outage detection to successful fallback (target ≤ 2 seconds)', 'model_selection_accuracy': 'Correlation between meta‑learning selected model and ground‑truth quality score (target ≥ 0.92)', 'knowledge_graph_consistency': 'Rate of validated triples without conflict per day (target ≥ 99.9%)', 'audit_log_integrity': 'Number of unsigned or malformed logs per month (target = 0)', 'policy_violation_rate': 'Detected policy breaches per million requests (target ≤ 0.1)', 'cache_hit_ratio': 'Proportion of inference requests served from local cache (target ≥ 30%)'}, 'potential_risks': ['Cascade failures if fallback router misclassifies provider health, leading to request storms on a single endpoint.', 'Meta‑learning loop may over‑fit to short‑term performance metrics, causing model churn and instability.', 'Knowledge graph growth could outpace storage or verification capacity, introducing stale or contradictory facts.', 'Policy engine latency might add overhead to high‑throughput paths, affecting user experience.', 'Cryptographic signing introduces key‑management complexity; loss of keys could{ } impede auditability.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333378 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 265 calls (265 free / 0 paid), 336,474 tokens, $0.000000. Top: ollama, ollama_cloud, openrouter/OpenInference. All-time tokens: 12,140,390.
- pending (mindx_meta_agent, autonomous_loop): Cycle 9: llm.ollama_handler: Install Ollama and pull required models for local AI inference - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.292 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.269 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.257 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Provider Orchestration & Self‑Healing', 'Meta‑Learning Loop for Continuous Model Selection', 'Secure, Auditable Data Pipelines', 'Modular Knowledge Graph & Long‑Term Memory', 'Automated Governance & Ethical Guardrails'], 'bdi_todo_list': [{'goal_description': 'Implement a real‑time health‑check & auto‑fallback router that monitors latency, error rates, and cost across all LLM providers, re‑routing requests without losing context.', 'priority': 10}, {'goal_description': 'Create a meta‑learning service that logs inference outcomes, evaluates model performance per task, and updates the task_model_map automatically (reinforcement‑learning‑style).', 'priority': 9}, {'goal_description': 'Introduce a versioned, immutable knowledge graph layer that stores validated facts, citations, and reasoning traces for perpetual recall.', 'priority': 8}, {'goal_description': 'Add cryptographic signing and audit logging for all input/output payloads to guarantee provenance and detect tampering.', 'priority': 8}, {'goal_description': 'Deploy a policy engine (e.g., Open Policy Agent) to enforce ethical constraints, rate limits, and resource quotas per agent and per user.', 'priority': 7}, {'goal_description': 'Refactor the configuration system into a declarative JSON/YAML schema with schema‑validation and hot‑reload capability.', 'priority': 6}, {'goal_description': 'Integrate a lightweight on‑device cache (Redis or SQLite) for frequently used inference results to reduce external calls and improve resilience.', 'priority': 6}, {'goal_description': 'Establish a self‑diagnostic scheduler that runs nightly sanity checks, reports drift, and triggers automated remediation scripts.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after a primary provider failure (target ≥ 99.5%)', 'mean_time_to_recover': 'Average time from provider outage detection to successful fallback (target ≤ 2 seconds)', 'model_selection_accuracy': 'Correlation between meta‑learning selected model and ground‑truth quality score (target ≥ 0.92)', 'knowledge_graph_consistency': 'Rate of validated triples without conflict per day (target ≥ 99.9%)', 'audit_log_integrity': 'Number of unsigned or malformed logs per month (target = 0)', 'policy_violation_rate': 'Detected policy breaches per million requests (target ≤ 0.1)', 'cache_hit_ratio': 'Proportion of inference requests served from local cache (target ≥ 30%)'}, 'potential_risks': ['Cascade failures if fallback router misclassifies provider health, leading to request storms on a single endpoint.', 'Meta‑learning loop may over‑fit to short‑term performance metrics, causing model churn and instability.', 'Knowledge graph growth could outpace storage or verification capacity, introducing stale or contradictory facts.', 'Policy engine latency might add overhead to high‑throughput paths, affecting user experience.', 'Cryptographic signing introduces key‑management complexity; loss of keys could{ } impede auditability.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333370 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 274 calls (274 free / 0 paid), 349,538 tokens, $0.000000. Top: ollama, ollama_cloud, openrouter/OpenInference. All-time tokens: 12,134,999.
- completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: godel_c
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.318 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.293 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.281 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-12T05:30:45.008548 — 257.0s, waning_crescent, 19 recommendations
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Self‑Healing Loop', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Multi‑Provider Redundancy', 'Self‑Monitoring, Anomaly Detection, and Automated Recovery', 'Meta‑Learning Loop for Continuous Prompt & Parameter Optimization', 'Secure, Auditable Configuration & Credential Management', 'Scalable Observability & KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Implement a unified Model Orchestrator that selects, load‑balances, and fails over across all providers (ollama, vllm, together, openai, anthropic, grok) based on latency, cost, and health metrics.', 'priority': 10}, {'goal_description': 'Add a real‑time health‑check subsystem for each LLM endpoint (ping, token‑test, response‑time) feeding a central health registry used by the Orchestrator.', 'priority': 9}, {'goal_description': 'Create an autonomous Self‑Healing Loop: detect inference failures or KPI regressions, trigger automated rollback to previous stable model set, and schedule retraining of prompt templates.', 'priority': 9}, {'goal_description': 'Introduce a Meta‑Learning Engine that records prompt‑response pairs, evaluates outcome quality (using validation schemas + human‑in‑the‑loop feedback), and iteratively refines prompt libraries per task.', 'priority': 8}, {'goal_description': 'Secure configuration vault: encrypt API keys, rotate credentials automatically, and enforce least‑privilege access for agents via a policy engine.', 'priority': 8}, {'goal_description': 'Deploy a KPI collection & visualization stack (Prometheus + Grafana) exposing latency, error rate, cost per token, and model availability for continuous resilience monitoring.', 'priority': 7}, {'goal_description': 'Add a sandboxed execution environment for user‑provided code/prompt extensions, preventing side‑channel attacks while allowing safe experimentation.', 'priority': 6}, {'goal_description': 'Document and version‑control the entire upgrade pipeline (Terraform/Ansible scripts) to guarantee reproducible deployments across environments.', 'priority': 6}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 120', 'error_rate_per_10k_requests': '<= 0.5', 'cost_per_1k_tokens_usd': '<= 0.02', 'model_fallback_success_rate': '>= 99.5', 'prompt_quality_score': '>= 0.85 (based on validation + human feedback)', 'credential_rotation_interval_days': '30'}, 'potential_risks': ['Provider API rate limits causing cascade failures if fallback logic is mis‑configured.', 'Credential leakage during automated rotation if vault integration is incomplete.', 'Meta‑learning loop over‑optimizing for short‑term KPI at the expense of long‑term knowledge diversity.', 'Increased system complexity leading to harder debugging and longer MTTR.', 'Resource exhaustion from continuous health‑checking across many models.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333367 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 326 calls (326 free / 0 paid), 401,755 tokens, $0.000000. Top: ollama, ollama_cloud, openrouter/OpenInference. All-time tokens: 12,134,999.
- failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 8: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.318 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.293 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.281 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Self‑Healing Loop', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic Model Orchestration & Multi‑Provider Redundancy', 'Self‑Monitoring, Anomaly Detection, and Automated Recovery', 'Meta‑Learning Loop for Continuous Prompt & Parameter Optimization', 'Secure, Auditable Configuration & Credential Management', 'Scalable Observability & KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Implement a unified Model Orchestrator that selects, load‑balances, and fails over across all providers (ollama, vllm, together, openai, anthropic, grok) based on latency, cost, and health metrics.', 'priority': 10}, {'goal_description': 'Add a real‑time health‑check subsystem for each LLM endpoint (ping, token‑test, response‑time) feeding a central health registry used by the Orchestrator.', 'priority': 9}, {'goal_description': 'Create an autonomous Self‑Healing Loop: detect inference failures or KPI regressions, trigger automated rollback to previous stable model set, and schedule retraining of prompt templates.', 'priority': 9}, {'goal_description': 'Introduce a Meta‑Learning Engine that records prompt‑response pairs, evaluates outcome quality (using validation schemas + human‑in‑the‑loop feedback), and iteratively refines prompt libraries per task.', 'priority': 8}, {'goal_description': 'Secure configuration vault: encrypt API keys, rotate credentials automatically, and enforce least‑privilege access for agents via a policy engine.', 'priority': 8}, {'goal_description': 'Deploy a KPI collection & visualization stack (Prometheus + Grafana) exposing latency, error rate, cost per token, and model availability for continuous resilience monitoring.', 'priority': 7}, {'goal_description': 'Add a sandboxed execution environment for user‑provided code/prompt extensions, preventing side‑channel attacks while allowing safe experimentation.', 'priority': 6}, {'goal_description': 'Document and version‑control the entire upgrade pipeline (Terraform/Ansible scripts) to guarantee reproducible deployments across environments.', 'priority': 6}], 'key_performance_indicators': {'average_inference_latency_ms': '<= 120', 'error_rate_per_10k_requests': '<= 0.5', 'cost_per_1k_tokens_usd': '<= 0.02', 'model_fallback_success_rate': '>= 99.5', 'prompt_quality_score': '>= 0.85 (based on validation + human feedback)', 'credential_rotation_interval_days': '30'}, 'potential_risks': ['Provider API rate limits causing cascade failures if fallback logic is mis‑configured.', 'Credential leakage during automated rotation if vault integration is incomplete.', 'Meta‑learning loop over‑optimizing for short‑term KPI at the expense of long‑term knowledge diversity.', 'Increased system complexity leading to harder debugging and longer MTTR.', 'Resource exhaustion from continuous health‑checking across many models.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333358 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 354 calls (354 free / 0 paid), 410,968 tokens, $0.000000. Top: ollama, ollama_cloud, openrouter/OpenInference. All-time tokens: 12,129,585.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.347 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.318 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.305 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Project Chimaiera – Resilient Perpetuity v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Model Orchestration', 'Self‑Healing Validation & Monitoring', 'Distributed State Persistence', 'Meta‑Learning for Continuous Improvement', 'Secure Autonomous Governance'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑tiered model orchestration layer that dynamically selects providers based on latency, cost, and health metrics, with automatic fallback to local Ollama instances.', 'priority': 10}, {'goal_description': 'Add a real‑time health‑check & heartbeat subsystem for all LLM providers; integrate results into the orchestration decision engine.', 'priority': 9}, {'goal_description': 'Create a persistent, versioned knowledge graph store (e.g., Neo4j or DuckDB) to capture inference provenance, enabling rollback and long‑term learning.', 'priority': 9}, {'goal_description': 'Develop a meta‑learning module that monitors performance (accuracy, token cost, response time) and automatically fine‑tunes or re‑ranks models in the registry.', 'priority': 8}, {'goal_description': 'Introduce a self‑healing validation pipeline that auto‑generates schema updates for new API endpoints and runs regression tests on historic payloads.', 'priority': 8}, {'goal_description': 'Establish a decentralized governance contract (smart‑contract‑like) that records change proposals, votes, and audit trails for any code or configuration modification.', 'priority': 7}, {'goal_description': 'Integrate a lightweight sandbox executor for third‑party plugins, limiting resource usage and preventing cascade failures.', 'priority': 6}, {'goal_description': 'Add proactive cost‑optimization alerts that predict budget overruns based on usage trends and suggest cheaper model alternatives.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'validation_error_rate_percent': '<= 0.1', 'knowledge_graph_version_retention_months': '12', 'meta_learning_improvement_percent_per_month': '>= 2', 'governance_proposal_turnaround_hours': '<= 48', 'budget_overrun_alerts_per_month': '<= 1'}, 'potential_risks': ['Cascade failures if fallback orchestration logic contains bugs.', 'Data drift causing meta‑learning to degrade model quality instead of improving it.', 'Versioned knowledge graph storage may become a single point of failure without replication.', 'Governance contract complexity could hinder rapid emergency patches.', 'Resource exhaustion from sandboxed plugins if limits are misconfigured.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333356 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 390 calls (390 free / 0 paid), 429,244 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,129,585.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.347 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.318 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.305 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Project Chimaiera – Resilient Perpetuity v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Model Orchestration', 'Self‑Healing Validation & Monitoring', 'Distributed State Persistence', 'Meta‑Learning for Continuous Improvement', 'Secure Autonomous Governance'], 'bdi_todo_list': [{'goal_description': 'Implement a multi‑tiered model orchestration layer that dynamically selects providers based on latency, cost, and health metrics, with automatic fallback to local Ollama instances.', 'priority': 10}, {'goal_description': 'Add a real‑time health‑check & heartbeat subsystem for all LLM providers; integrate results into the orchestration decision engine.', 'priority': 9}, {'goal_description': 'Create a persistent, versioned knowledge graph store (e.g., Neo4j or DuckDB) to capture inference provenance, enabling rollback and long‑term learning.', 'priority': 9}, {'goal_description': 'Develop a meta‑learning module that monitors performance (accuracy, token cost, response time) and automatically fine‑tunes or re‑ranks models in the registry.', 'priority': 8}, {'goal_description': 'Introduce a self‑healing validation pipeline that auto‑generates schema updates for new API endpoints and runs regression tests on historic payloads.', 'priority': 8}, {'goal_description': 'Establish a decentralized governance contract (smart‑contract‑like) that records change proposals, votes, and audit trails for any code or configuration modification.', 'priority': 7}, {'goal_description': 'Integrate a lightweight sandbox executor for third‑party plugins, limiting resource usage and preventing cascade failures.', 'priority': 6}, {'goal_description': 'Add proactive cost‑optimization alerts that predict budget overruns based on usage trends and suggest cheaper model alternatives.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'validation_error_rate_percent': '<= 0.1', 'knowledge_graph_version_retention_months': '12', 'meta_learning_improvement_percent_per_month': '>= 2', 'governance_proposal_turnaround_hours': '<= 48', 'budget_overrun_alerts_per_month': '<= 1'}, 'potential_risks': ['Cascade failures if fallback orchestration logic contains bugs.', 'Data drift causing meta‑learning to degrade model quality instead of improving it.', 'Versioned knowledge graph storage may become a single point of failure without replication.', 'Governance contract complexity could hinder rapid emergency patches.', 'Resource exhaustion from sandboxed plugins if limits are misconfigured.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333328 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 409 calls (409 free / 0 paid), 437,669 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,121,941.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.440 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.403 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.391 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333326 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 416 calls (416 free / 0 paid), 445,822 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,121,941.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.440 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.403 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.391 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333312 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 414 calls (414 free / 0 paid), 449,892 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,115,280.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.464 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.452 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.478 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Phase\u202f1', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Graph Persistence', 'Secure, Auditable Agent Authority', 'Automated Evolution Loop (ABE)'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider router that selects the optimal LLM based on latency, cost, and health metrics, with automatic fallback to any functional model.', 'priority': 10}, {'goal_description': 'Add continuous health‑checks and heartbeat streams for each provider; on failure trigger self‑healing re‑initialisation and alerting.', 'priority': 9}, {'goal_description': 'Introduce a versioned knowledge‑graph store (e.g., Neo4j or DuckDB) that snapshots the system’s belief‑desire‑intention (BDI) state after every successful inference cycle.', 'priority': 9}, {'goal_description': 'Create a secure authority registry with cryptographic signatures for agents; enforce mandatory vault keys for any agent that modifies core components.', 'priority': 8}, {'goal_description': 'Develop an Automated Blueprint Evolution (ABE) engine that consumes the BDI snapshots, detects drift, and proposes next‑step improvement tickets.', 'priority': 8}, {'goal_description': 'Extend input/output validators to include schema‑drift detection and automatic schema migration suggestions.', 'priority': 7}, {'goal_description': 'Integrate cost‑aware scheduling that caps daily token spend per provider and re‑balances workloads when limits approach.', 'priority': 6}, {'goal_description': 'Add a lightweight sandbox for third‑party model plugins, enforcing resource quotas and isolation.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'daily_token_cost_usd': '<= 150', 'validation_error_rate_percent': '<= 0.1', 'knowledge_graph_snapshot_interval_minutes': '15', 'agent_authorization_compliance_percent': '100', 'ABE_proposal_accuracy_percent': '>= 85'}, 'potential_risks': ['Provider API rate‑limit throttling causing cascade failures before fallback engages.', 'Knowledge‑graph storage corruption leading to loss of BDI continuity.', 'Misconfiguration of authority signatures granting unintended write access.', 'Cost overruns if fallback defaults to high‑price models during outages.', 'Complexity creep in the ABE engine producing low‑value tickets.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333306 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 415 calls (415 free / 0 paid), 456,758 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,114,674.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.504 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.464 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.452 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Phase\u202f1', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Graph Persistence', 'Secure, Auditable Agent Authority', 'Automated Evolution Loop (ABE)'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider router that selects the optimal LLM based on latency, cost, and health metrics, with automatic fallback to any functional model.', 'priority': 10}, {'goal_description': 'Add continuous health‑checks and heartbeat streams for each provider; on failure trigger self‑healing re‑initialisation and alerting.', 'priority': 9}, {'goal_description': 'Introduce a versioned knowledge‑graph store (e.g., Neo4j or DuckDB) that snapshots the system’s belief‑desire‑intention (BDI) state after every successful inference cycle.', 'priority': 9}, {'goal_description': 'Create a secure authority registry with cryptographic signatures for agents; enforce mandatory vault keys for any agent that modifies core components.', 'priority': 8}, {'goal_description': 'Develop an Automated Blueprint Evolution (ABE) engine that consumes the BDI snapshots, detects drift, and proposes next‑step improvement tickets.', 'priority': 8}, {'goal_description': 'Extend input/output validators to include schema‑drift detection and automatic schema migration suggestions.', 'priority': 7}, {'goal_description': 'Integrate cost‑aware scheduling that caps daily token spend per provider and re‑balances workloads when limits approach.', 'priority': 6}, {'goal_description': 'Add a lightweight sandbox for third‑party model plugins, enforcing resource quotas and isolation.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'daily_token_cost_usd': '<= 150', 'validation_error_rate_percent': '<= 0.1', 'knowledge_graph_snapshot_interval_minutes': '15', 'agent_authorization_compliance_percent': '100', 'ABE_proposal_accuracy_percent': '>= 85'}, 'potential_risks': ['Provider API rate‑limit throttling causing cascade failures before fallback engages.', 'Knowledge‑graph storage corruption leading to loss of BDI continuity.', 'Misconfiguration of authority signatures granting unintended write access.', 'Cost overruns if fallback defaults to high‑price models during outages.', 'Complexity creep in the ABE engine producing low‑value tickets.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333300 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 428 calls (428 free / 0 paid), 464,635 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,110,255.
- pending (mindx_meta_agent, autonomous_loop): Cycle 5: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: llm.ollama_handler: Install Ollama and pull required models for local AI inference
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.464 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.504 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.464 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333295 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 427 calls (427 free / 0 paid), 470,774 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,109,431.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.506 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.464 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.464 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333293 memories, 29 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 432 calls (432 free / 0 paid), 481,469 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,109,431.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.506 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.464 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.464 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_852: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 852, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333283 memories, 28 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 426 calls (426 free / 0 paid), 486,404 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,107,328.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.532 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.489 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.489 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333281 memories, 28 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 431 calls (431 free / 0 paid), 495,818 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,107,328.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.532 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.489 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.489 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333273 memories, 28 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 428 calls (428 free / 0 paid), 499,691 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,104,176.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 1: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.525 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.513 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.545 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333268 memories, 28 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 428 calls (428 free / 0 paid), 502,991 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,103,751.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: llm.ollama_handler: Install Ollama and pull required models for local AI inference - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 1: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.570 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=8 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.525 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.513 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333259 memories, 28 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 427 calls (427 free / 0 paid), 505,320 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,098,634.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 1: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.519 top3=[openai/gpt-oss - mastermind_prime (backlog_directive_selection): — backlog_idx=5 priority=5 target=system reason: LLM analysis - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Graph Persistence', 'Secure, Auditable Credential Management', 'Automated Evolution Loop (Self‑Improvement CI/CD)'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking system that scores LLM providers in real‑time based on latency, cost, token limits and error rates, and automatically re‑routes tasks to the optimal provider.', 'priority': 10}, {'goal_description': 'Add a continuous health‑check daemon that injects synthetic inference jobs to detect silent degradation and triggers fallback or model retraining.', 'priority': 9}, {'goal_description': 'Introduce a versioned knowledge graph store (e.g., Neo4j + temporal extensions) to persist thesis evidence, summaries and inference provenance for indefinite retrieval.', 'priority': 9}, {'goal_description': 'Create a secure vault integration layer (HashiCorp Vault or AWS Secrets Manager) with automatic rotation for API keys, and enforce least‑privilege scopes for each agent.', 'priority': 8}, {'goal_description': 'Build an automated self‑improvement pipeline: on‑commit lint → unit‑test → integration test → performance benchmark → semantic diff → auto‑merge if KPI thresholds met.', 'priority': 8}, {'goal_description': 'Extend the existing input/output validators with schema‑driven contracts (OpenAPI + JSON‑Schema) and runtime contract testing for every public endpoint.', 'priority': 7}, {'goal_description': 'Develop a lightweight audit log service that records every inference request, provider choice, validation result and fallback event, searchable via UI.', 'priority': 7}, {'goal_description': 'Add a configurable rate‑limiting policy per provider that adapts based on current quota usage and cost budgets, preventing service exhaustion.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'validation_error_rate_percent': '<= 0.01', 'knowledge_graph_query_latency_ms': '<= 100', 'automated_ci_cd_success_rate_percent': '>= 95', 'credential_rotation_interval_days': '30', 'audit_log_retention_days': '3650'}, 'potential_risks': ['Provider API changes breaking the ranking engine', 'Credential vault misconfiguration exposing API keys', 'Knowledge graph schema drift causing incompatibility with older data', 'Self‑improvement pipeline auto‑merging regressions if KPI thresholds are mis‑specified', 'Increased operational cost due to multi‑provider usage without proper budgeting'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333257 memories, 28 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 429 calls (429 free / 0 paid), 505,813 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,098,634.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 1: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.519 top3=[openai/gpt-oss - mastermind_prime (backlog_directive_selection): — backlog_idx=5 priority=5 target=system reason: LLM analysis - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:26:25.934171 — 134.7s, waning_crescent, 19 recommendations
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Incremental Knowledge Graph Persistence', 'Secure, Auditable Credential Management', 'Automated Evolution Loop (Self‑Improvement CI/CD)'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic provider ranking system that scores LLM providers in real‑time based on latency, cost, token limits and error rates, and automatically re‑routes tasks to the optimal provider.', 'priority': 10}, {'goal_description': 'Add a continuous health‑check daemon that injects synthetic inference jobs to detect silent degradation and triggers fallback or model retraining.', 'priority': 9}, {'goal_description': 'Introduce a versioned knowledge graph store (e.g., Neo4j + temporal extensions) to persist thesis evidence, summaries and inference provenance for indefinite retrieval.', 'priority': 9}, {'goal_description': 'Create a secure vault integration layer (HashiCorp Vault or AWS Secrets Manager) with automatic rotation for API keys, and enforce least‑privilege scopes for each agent.', 'priority': 8}, {'goal_description': 'Build an automated self‑improvement pipeline: on‑commit lint → unit‑test → integration test → performance benchmark → semantic diff → auto‑merge if KPI thresholds met.', 'priority': 8}, {'goal_description': 'Extend the existing input/output validators with schema‑driven contracts (OpenAPI + JSON‑Schema) and runtime contract testing for every public endpoint.', 'priority': 7}, {'goal_description': 'Develop a lightweight audit log service that records every inference request, provider choice, validation result and fallback event, searchable via UI.', 'priority': 7}, {'goal_description': 'Add a configurable rate‑limiting policy per provider that adapts based on current quota usage and cost budgets, preventing service exhaustion.', 'priority': 6}], 'key_performance_indicators': {'mean_inference_latency_ms': '<= 250', 'fallback_success_rate_percent': '>= 99.5', 'validation_error_rate_percent': '<= 0.01', 'knowledge_graph_query_latency_ms': '<= 100', 'automated_ci_cd_success_rate_percent': '>= 95', 'credential_rotation_interval_days': '30', 'audit_log_retention_days': '3650'}, 'potential_risks': ['Provider API changes breaking the ranking engine', 'Credential vault misconfiguration exposing API keys', 'Knowledge graph schema drift causing incompatibility with older data', 'Self‑improvement pipeline auto‑merging regressions if KPI thresholds are mis‑specified', 'Increased operational cost due to multi‑provider usage without proper budgeting'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 2.1015625, 'memory_percent': 60.1, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 31, 'self_rss_mb': 628.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 28, 'self_uptime_seconds': 418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333196 memories, 28 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 411 calls (411 free / 0 paid), 483,088 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,072,234.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure, Auditable State Persistence', 'Meta‑Learning for Model Selection'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic orchestration layer that evaluates provider health, latency, cost and token limits in real‑time, automatically routing inference requests to the optimal LLM.', 'priority': 10}, {'goal_description': 'Add a self‑healing watchdog that detects validation failures, auto‑reverts to last known‑good configuration, and triggers automated remediation scripts.', 'priority': 9}, {'goal_description': 'Create a knowledge‑graph cache that stores validated inference results and citations, enabling incremental learning without re‑querying expensive models.', 'priority': 8}, {'goal_description': 'Introduce cryptographic state snapshots (Merkle‑rooted logs) for every major system update, ensuring immutable audit trails and enabling rollback for perpetual continuity.', 'priority': 8}, {'goal_description': 'Develop a meta‑learning module that monitors model performance metrics (accuracy, hallucination rate, token efficiency) and updates the task‑model mapping autonomously.', 'priority': 7}, {'goal_description': 'Expand input/output schema validation to cover emergent data types (binary blobs, streaming tokens) and enforce schema versioning.', 'priority': 6}, {'goal_description': 'Integrate rate‑limit budgeting across all providers with adaptive throttling based on budget consumption forecasts.', 'priority': 6}, {'goal_description': 'Establish a sandboxed execution environment for third‑party plugins, with capability‑based access control to protect core resilience.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_success_rate': '≥\u202f99.5\u202f% over 30‑day rolling window', 'fallback_activation_latency': '≤\u202f150\u202fms from failure detection to alternate provider engagement', 'validation_error_rate': '≤\u202f0.1\u202f% of total requests', 'knowledge_graph_hit_rate': '≥\u202f70\u202f% of repeat queries served from cache', 'state_snapshot_integrity': '100\u202f% cryptographic verification on each rollout', 'budget_adherence': '≤\u202f5\u202f% overspend on provider usage per month'}, 'potential_risks': ['Provider API deprecation or sudden pricing changes breaking orchestration heuristics', 'Cache poisoning attacks that inject false knowledge into the graph', 'Complexity creep in meta‑learning causing unstable model selection loops', 'Insufficient cryptographic key rotation leading to audit‑log tampering', 'Resource exhaustion from aggressive fallback chaining under massive load'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 53.8, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 1.056640625, 'memory_percent': 64.3, 'memory_available_gb': 2.77, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 29, 'self_rss_mb': 911.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 27, 'self_uptime_seconds': 54326}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333196 memories, 28 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 411 calls (411 free / 0 paid), 483,088 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,072,234.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: llm.ollama_handler: Install Ollama and pull required models for local AI inferen. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T21:18:12.060192 — 163.1s, waning_crescent, 19 recommendations
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Multi‑Provider Orchestration', 'Self‑Healing Validation & Monitoring', 'Continuous Knowledge Integration', 'Secure, Auditable State Persistence', 'Meta‑Learning for Model Selection'], 'bdi_todo_list': [{'goal_description': 'Implement a dynamic orchestration layer that evaluates provider health, latency, cost and token limits in real‑time, automatically routing inference requests to the optimal LLM.', 'priority': 10}, {'goal_description': 'Add a self‑healing watchdog that detects validation failures, auto‑reverts to last known‑good configuration, and triggers automated remediation scripts.', 'priority': 9}, {'goal_description': 'Create a knowledge‑graph cache that stores validated inference results and citations, enabling incremental learning without re‑querying expensive models.', 'priority': 8}, {'goal_description': 'Introduce cryptographic state snapshots (Merkle‑rooted logs) for every major system update, ensuring immutable audit trails and enabling rollback for perpetual continuity.', 'priority': 8}, {'goal_description': 'Develop a meta‑learning module that monitors model performance metrics (accuracy, hallucination rate, token efficiency) and updates the task‑model mapping autonomously.', 'priority': 7}, {'goal_description': 'Expand input/output schema validation to cover emergent data types (binary blobs, streaming tokens) and enforce schema versioning.', 'priority': 6}, {'goal_description': 'Integrate rate‑limit budgeting across all providers with adaptive throttling based on budget consumption forecasts.', 'priority': 6}, {'goal_description': 'Establish a sandboxed execution environment for third‑party plugins, with capability‑based access control to protect core resilience.', 'priority': 5}], 'key_performance_indicators': {'mean_inference_success_rate': '≥\u202f99.5\u202f% over 30‑day rolling window', 'fallback_activation_latency': '≤\u202f150\u202fms from failure detection to alternate provider engagement', 'validation_error_rate': '≤\u202f0.1\u202f% of total requests', 'knowledge_graph_hit_rate': '≥\u202f70\u202f% of repeat queries served from cache', 'state_snapshot_integrity': '100\u202f% cryptographic verification on each rollout', 'budget_adherence': '≤\u202f5\u202f% overspend on provider usage per month'}, 'potential_risks': ['Provider API deprecation or sudden pricing changes breaking orchestration heuristics', 'Cache poisoning attacks that inject false knowledge into the graph', 'Complexity creep in meta‑learning causing unstable model selection loops', 'Insufficient cryptographic key rotation leading to audit‑log tampering', 'Resource exhaustion from aggressive fallback chaining under massive load'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 53.8, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 1.056640625, 'memory_percent': 64.3, 'memory_available_gb': 2.77, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 29, 'self_rss_mb': 911.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 27, 'self_uptime_seconds': 54326}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333147 memories, 28 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 411 calls (411 free / 0 paid), 485,803 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,067,940.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 15 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 15: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.547 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 53.8, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 1.056640625, 'memory_percent': 64.3, 'memory_available_gb': 2.77, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 29, 'self_rss_mb': 911.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 27, 'self_uptime_seconds': 54326}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333147 memories, 28 beliefs, 6 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 411 calls (411 free / 0 paid), 485,803 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,067,940.
- failed (mindx_meta_agent, autonomous_loop): Cycle 15 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 15: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.547 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 53.8, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 1.056640625, 'memory_percent': 64.3, 'memory_available_gb': 2.77, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 29, 'self_rss_mb': 911.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 27, 'self_uptime_seconds': 54326}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: 333070 memories, 28 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 412 calls (412 free / 0 paid), 488,907 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,060,615.
- failed (mindx_meta_agent, autonomous_loop): Cycle 15 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 15: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 1.57470703125, 'memory_percent': 63.6, 'memory_available_gb': 2.82, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 29, 'self_rss_mb': 910.8, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 27, 'self_uptime_seconds': 52484}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 333028 memories, 28 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 408 calls (408 free / 0 paid), 485,725 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,050,097.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=1027 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Engine', 'Zero‑Trust Input Validation & Sanitization Layer', 'Self‑Bootstrapping Deployment Automation', 'Dynamic Model Selection & Load‑Balancing', 'Continuous Self‑Improvement Loop Integration', 'Observability, Telemetry, and KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that automatically retries failed LLM calls across the ranked list of providers/models.', 'priority': 10}, {'goal_description': 'Create a schema‑driven input validation framework for all external API endpoints, rejecting malformed or malicious payloads before they reach core logic.', 'priority': 9}, {'goal_description': 'Develop an automated setup script that provisions the virtual environment, installs dependencies, pulls required Ollama models, and configures .env and mindx_config.json without manual intervention.', 'priority': 8}, {'goal_description': 'Implement a dynamic model routing layer that selects the optimal model based on request characteristics (token budget, latency, cost) and current load, with real‑time health checks.', 'priority': 8}, {'goal_description': 'Integrate the improvement backlog processor into the runtime so that high‑priority backlog items are auto‑triaged, scheduled, and executed by the system itself.', 'priority': 7}, {'goal_description': 'Add structured observability: centralized logging, metrics (error rate, fallback frequency, validation failures), and a lightweight KPI dashboard for resilience monitoring.', 'priority': 7}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of failed LLM calls successfully recovered via fallback (target ≥ 99.5%)', 'validation_rejection_rate': 'Ratio of incoming requests rejected by input validation (target ≤ 0.1% false positives)', 'deployment_automation_success': 'Time from clean repo checkout to fully running service (target ≤ 2 minutes)', 'model_selection_latency': 'Average latency added by dynamic routing (target ≤ 50\u202fms)', 'backlog_processing_latency': 'Average time from backlog entry creation to execution (target ≤ 24\u202fh for priority ≥8)', 'system_uptime': 'Overall service availability (target ≥ 99.9%)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider health checks are too aggressive.', 'Over‑strict input validation could block legitimate edge‑case requests, reducing system utility.', 'Automated model pulling may exceed local storage or bandwidth limits on constrained hosts.', 'Dynamic routing logic complexity could become a single point of failure if not thoroughly tested.', 'Self‑improvement loop might apply low‑quality backlog items, degrading performance without proper vetting.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 58.3, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 0.91943359375, 'memory_percent': 64.1, 'memory_available_gb': 2.79, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 910.8, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 50645}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332995 memories, 28 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 408 calls (408 free / 0 paid), 485,785 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,043,202.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Engine', 'Zero‑Trust Input Validation & Sanitization Layer', 'Self‑Bootstrapping Deployment Automation', 'Dynamic Model Selection & Load‑Balancing', 'Continuous Self‑Improvement Loop Integration', 'Observability, Telemetry, and KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that automatically retries failed LLM calls across the ranked list of providers/models.', 'priority': 10}, {'goal_description': 'Create a schema‑driven input validation framework for all external API endpoints, rejecting malformed or malicious payloads before they reach core logic.', 'priority': 9}, {'goal_description': 'Develop an automated setup script that provisions the virtual environment, installs dependencies, pulls required Ollama models, and configures .env and mindx_config.json without manual intervention.', 'priority': 8}, {'goal_description': 'Implement a dynamic model routing layer that selects the optimal model based on request characteristics (token budget, latency, cost) and current load, with real‑time health checks.', 'priority': 8}, {'goal_description': 'Integrate the improvement backlog processor into the runtime so that high‑priority backlog items are auto‑triaged, scheduled, and executed by the system itself.', 'priority': 7}, {'goal_description': 'Add structured observability: centralized logging, metrics (error rate, fallback frequency, validation failures), and a lightweight KPI dashboard for resilience monitoring.', 'priority': 7}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of failed LLM calls successfully recovered via fallback (target ≥ 99.5%)', 'validation_rejection_rate': 'Ratio of incoming requests rejected by input validation (target ≤ 0.1% false positives)', 'deployment_automation_success': 'Time from clean repo checkout to fully running service (target ≤ 2 minutes)', 'model_selection_latency': 'Average latency added by dynamic routing (target ≤ 50\u202fms)', 'backlog_processing_latency': 'Average time from backlog entry creation to execution (target ≤ 24\u202fh for priority ≥8)', 'system_uptime': 'Overall service availability (target ≥ 99.9%)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider health checks are too aggressive.', 'Over‑strict input validation could block legitimate edge‑case requests, reducing system utility.', 'Automated model pulling may exceed local storage or bandwidth limits on constrained hosts.', 'Dynamic routing logic complexity could become a single point of failure if not thoroughly tested.', 'Self‑improvement loop might apply low‑quality backlog items, degrading performance without proper vetting.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 56.3, 'cpu_iowait': 0.0, 'cpu_steal': 2.0, 'load_1m': 0.736328125, 'memory_percent': 64.0, 'memory_available_gb': 2.79, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 910.6, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 46819}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332988 memories, 28 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 410 calls (410 free / 0 paid), 493,870 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,040,888.
- pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests
- mastermind_prime (backlog_directive_selection): — backlog_idx=1024 priority=9 target=system reason: From improvement backlog - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 56.3, 'cpu_iowait': 0.0, 'cpu_steal': 2.0, 'load_1m': 0.736328125, 'memory_percent': 64.0, 'memory_available_gb': 2.79, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 910.6, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 46819}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332981 memories, 28 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 409 calls (409 free / 0 paid), 499,154 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,039,112.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1024 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Zero‑trust input validation & sanitization layer', 'Local inference capability via Ollama for continuity', 'Self‑healing configuration & health‑check automation', 'Scalable monitoring & KPI telemetry for long‑term resilience'], 'bdi_todo_list': [{'goal_description': 'Design and implement a Provider Orchestrator service that selects primary LLM, monitors health, and transparently fails over to secondary providers.', 'priority': 10}, {'goal_description': 'Create a unified Input Validation Middleware that enforces schema, rate‑limits, and sanitizes all external API payloads.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and health verification to guarantee local inference fallback.', 'priority': 8}, {'goal_description': 'Develop a Self‑Healing Config Manager that watches mindx_config.json, validates keys, and restores defaults on corruption.', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics (uptime, request latency, fallback count, validation errors) and expose a Grafana dashboard.', 'priority': 6}, {'goal_description': 'Add automated regression test suite covering provider fallback, validation rules, and local inference paths.', 'priority': 5}], 'key_performance_indicators': {'provider_success_rate': 'percentage of requests served by primary provider (>98% target)', 'fallback_rate': 'fallback occurrences per 10k requests (<2% target)', 'validation_error_rate': 'invalid request rejections per 10k requests (<1% target)', 'local_inference_uptime': 'hours of Ollama availability per month (>720 hrs target)', 'mean_time_to_recover': 'average minutes to auto‑heal config or service failures (<5 min target)', 'test_coverage': 'percentage of core pathways covered by automated tests (>90% target)'}, 'potential_risks': ['Cascade failure if fallback provider pool is insufficiently diverse.', 'Over‑validation causing false positives and blocking legitimate traffic.', 'Resource exhaustion on edge devices when pulling large models locally.', 'Complexity of orchestrator leading to maintenance overhead.', 'Metric collection overhead impacting latency in low‑resource environments.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 56.3, 'cpu_iowait': 0.0, 'cpu_steal': 2.0, 'load_1m': 0.736328125, 'memory_percent': 64.0, 'memory_available_gb': 2.79, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 910.6, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 46819}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332948 memories, 28 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 413 calls (413 free / 0 paid), 501,654 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,032,196.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Zero‑trust input validation & sanitization layer', 'Local inference capability via Ollama for continuity', 'Self‑healing configuration & health‑check automation', 'Scalable monitoring & KPI telemetry for long‑term resilience'], 'bdi_todo_list': [{'goal_description': 'Design and implement a Provider Orchestrator service that selects primary LLM, monitors health, and transparently fails over to secondary providers.', 'priority': 10}, {'goal_description': 'Create a unified Input Validation Middleware that enforces schema, rate‑limits, and sanitizes all external API payloads.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and health verification to guarantee local inference fallback.', 'priority': 8}, {'goal_description': 'Develop a Self‑Healing Config Manager that watches mindx_config.json, validates keys, and restores defaults on corruption.', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics (uptime, request latency, fallback count, validation errors) and expose a Grafana dashboard.', 'priority': 6}, {'goal_description': 'Add automated regression test suite covering provider fallback, validation rules, and local inference paths.', 'priority': 5}], 'key_performance_indicators': {'provider_success_rate': 'percentage of requests served by primary provider (>98% target)', 'fallback_rate': 'fallback occurrences per 10k requests (<2% target)', 'validation_error_rate': 'invalid request rejections per 10k requests (<1% target)', 'local_inference_uptime': 'hours of Ollama availability per month (>720 hrs target)', 'mean_time_to_recover': 'average minutes to auto‑heal config or service failures (<5 min target)', 'test_coverage': 'percentage of core pathways covered by automated tests (>90% target)'}, 'potential_risks': ['Cascade failure if fallback provider pool is insufficiently diverse.', 'Over‑validation causing false positives and blocking legitimate traffic.', 'Resource exhaustion on edge devices when pulling large models locally.', 'Complexity of orchestrator leading to maintenance overhead.', 'Metric collection overhead impacting latency in low‑resource environments.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.0078125, 'memory_percent': 63.9, 'memory_available_gb': 2.8, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 910.6, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 42989}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332940 memories, 28 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 411 calls (411 free / 0 paid), 506,182 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,029,708.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1018 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=1021 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Redundancy & Continuous Validation', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & load‑balancing', 'Zero‑trust input validation & schema enforcement', 'Automated local model provisioning (Ollama) for offline continuity', 'Self‑healing configuration & environment management', 'Metrics‑driven monitoring & adaptive scaling'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked list of available providers.', 'priority': 10}, {'goal_description': 'Create a unified request validation layer using JSON Schema for all external API endpoints, rejecting malformed or unsafe payloads before processing.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer that detects host capabilities, pulls the prioritized model set (e.g., gpt‑oss:120b‑cloud, granite4.1:3b) and registers them in the provider registry.', 'priority': 8}, {'goal_description': 'Add a self‑healing configuration daemon that watches mindx_config.json, .env and directory structure; it restores defaults or prompts for missing keys when drift is detected.', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics (request latency, success/failure rates per provider, validation errors) and expose a Grafana dashboard for real‑time health monitoring.', 'priority': 6}, {'goal_description': 'Design a dynamic load‑balancer that distributes requests based on provider cost, latency, and token usage limits, updating rankings in real time.', 'priority': 5}, {'goal_description': 'Establish a periodic synthetic‑traffic canary test suite that exercises all core system paths to verify continuity and trigger automated remediation on regression.', 'priority': 4}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of failed primary LLM calls successfully rerouted (target ≥ 99.5%)', 'validation_error_rate': 'Invalid request rejections per 10k total requests (target ≤ 0.1%)', 'local_model_uptime': 'Hours per month where at least one local Ollama model is available (target ≥ 720h/month)', 'config_drift_detection_time': 'Mean time to detect and auto‑repair config inconsistencies (target ≤ 2 minutes)', 'average_request_latency': 'Mean end‑to‑end latency across providers after load‑balancing (target ≤ 350\u202fms)', 'synthetic_test_pass_rate': 'Success rate of nightly canary suite (target ≥ 99.9%)'}, 'potential_risks': ['Provider API rate‑limit exhaustion during fallback storms', 'Inconsistent model capabilities causing divergent outputs across providers', 'Local Ollama installation failures on constrained hardware', 'Over‑aggressive input validation breaking legitimate edge‑case requests', 'Metric collection overhead impacting real‑time performance', 'Complexity of dynamic load‑balancing leading to unintended provider bias'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.0078125, 'memory_percent': 63.9, 'memory_available_gb': 2.8, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 910.6, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 42989}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332907 memories, 28 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 413 calls (413 free / 0 paid), 509,693 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,022,692.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1018 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Redundancy & Continuous Validation', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & load‑balancing', 'Zero‑trust input validation & schema enforcement', 'Automated local model provisioning (Ollama) for offline continuity', 'Self‑healing configuration & environment management', 'Metrics‑driven monitoring & adaptive scaling'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked list of available providers.', 'priority': 10}, {'goal_description': 'Create a unified request validation layer using JSON Schema for all external API endpoints, rejecting malformed or unsafe payloads before processing.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer that detects host capabilities, pulls the prioritized model set (e.g., gpt‑oss:120b‑cloud, granite4.1:3b) and registers them in the provider registry.', 'priority': 8}, {'goal_description': 'Add a self‑healing configuration daemon that watches mindx_config.json, .env and directory structure; it restores defaults or prompts for missing keys when drift is detected.', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics (request latency, success/failure rates per provider, validation errors) and expose a Grafana dashboard for real‑time health monitoring.', 'priority': 6}, {'goal_description': 'Design a dynamic load‑balancer that distributes requests based on provider cost, latency, and token usage limits, updating rankings in real time.', 'priority': 5}, {'goal_description': 'Establish a periodic synthetic‑traffic canary test suite that exercises all core system paths to verify continuity and trigger automated remediation on regression.', 'priority': 4}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of failed primary LLM calls successfully rerouted (target ≥ 99.5%)', 'validation_error_rate': 'Invalid request rejections per 10k total requests (target ≤ 0.1%)', 'local_model_uptime': 'Hours per month where at least one local Ollama model is available (target ≥ 720h/month)', 'config_drift_detection_time': 'Mean time to detect and auto‑repair config inconsistencies (target ≤ 2 minutes)', 'average_request_latency': 'Mean end‑to‑end latency across providers after load‑balancing (target ≤ 350\u202fms)', 'synthetic_test_pass_rate': 'Success rate of nightly canary suite (target ≥ 99.9%)'}, 'potential_risks': ['Provider API rate‑limit exhaustion during fallback storms', 'Inconsistent model capabilities causing divergent outputs across providers', 'Local Ollama installation failures on constrained hardware', 'Over‑aggressive input validation breaking legitimate edge‑case requests', 'Metric collection overhead impacting real‑time performance', 'Complexity of dynamic load‑balancing leading to unintended provider bias'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 40.0, 'cpu_iowait': 1.0, 'cpu_steal': 0.0, 'load_1m': 1.80908203125, 'memory_percent': 56.4, 'memory_available_gb': 3.38, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 908.6, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 41149}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_850: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 850, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332867 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 410 calls (410 free / 0 paid), 507,316 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,013,354.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1012 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=1015 priority=9 target=system reason: From improvement backlog - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.875, 'memory_percent': 64.4, 'memory_available_gb': 2.76, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 904.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 39267}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332831 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 410 calls (410 free / 0 paid), 509,099 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 12,005,913.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1012 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 33.3, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 1.0703125, 'memory_percent': 64.0, 'memory_available_gb': 2.79, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 904.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 37427}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332791 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 406 calls (406 free / 0 paid), 506,694 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,996,531.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1006 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=1009 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Architecture', 'Secure, Validated API Surface', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Scalable Monitoring & KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback layer that transparently retries failed LLM calls across the full catalog of available providers and models.', 'priority': 10}, {'goal_description': 'Add comprehensive input validation and schema enforcement for all external API endpoints to prevent malformed requests and injection attacks.', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer that pulls, verifies (hash‑check), and registers required models at startup, with version pinning and rollback capability.', 'priority': 8}, {'goal_description': 'Develop a self‑healing configuration manager that watches mindx_config.json, .env and virtual‑env health; auto‑recreates missing files, re‑installs dependencies, and notifies the coordinator agent.', 'priority': 7}, {'goal_description': 'Integrate a lightweight telemetry module that records request latency, success/failure rates per provider/model, and resource utilization; expose these as Prometheus metrics and a simple web dashboard.', 'priority': 6}, {'goal_description': 'Implement a graceful shutdown/startup orchestration script that ensures backend, frontend, and model services are started in dependency order and can recover from partial failures.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of failed primary LLM calls successfully recovered by fallback (target ≥ 98%)', 'api_validation_error_rate': 'Number of rejected malformed requests per 1k calls (target ≤ 1)', 'local_model_uptime': 'Continuous uptime of locally hosted Ollama models (target ≥ 99.9% monthly)', 'dependency_recovery_time': 'Mean time to auto‑repair missing virtual‑env or config files (target ≤ 30 seconds)', 'request_latency_p95': '95th percentile end‑to‑end request latency across all providers (target ≤ 800\u202fms)', 'resource_utilization': 'CPU/GPU usage stays below 70% under typical load (baseline defined by current workload)'}, 'potential_risks': ['Fallback cascade may introduce latency spikes if not throttled correctly.', 'Automated model pulling could exceed bandwidth quotas or hit rate‑limits on provider APIs.', 'Over‑strict input validation might break backward compatibility with existing client integrations.', 'Self‑healing scripts could unintentionally overwrite custom user configurations.', 'Telemetry collection may expose sensitive usage patterns if not properly anonymized.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.642578125, 'memory_percent': 63.8, 'memory_available_gb': 2.8, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 906.5, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 35583}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332758 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 404 calls (404 free / 0 paid), 499,843 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,989,680.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1006 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Architecture', 'Secure, Validated API Surface', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Scalable Monitoring & KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback layer that transparently retries failed LLM calls across the full catalog of available providers and models.', 'priority': 10}, {'goal_description': 'Add comprehensive input validation and schema enforcement for all external API endpoints to prevent malformed requests and injection attacks.', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer that pulls, verifies (hash‑check), and registers required models at startup, with version pinning and rollback capability.', 'priority': 8}, {'goal_description': 'Develop a self‑healing configuration manager that watches mindx_config.json, .env and virtual‑env health; auto‑recreates missing files, re‑installs dependencies, and notifies the coordinator agent.', 'priority': 7}, {'goal_description': 'Integrate a lightweight telemetry module that records request latency, success/failure rates per provider/model, and resource utilization; expose these as Prometheus metrics and a simple web dashboard.', 'priority': 6}, {'goal_description': 'Implement a graceful shutdown/startup orchestration script that ensures backend, frontend, and model services are started in dependency order and can recover from partial failures.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of failed primary LLM calls successfully recovered by fallback (target ≥ 98%)', 'api_validation_error_rate': 'Number of rejected malformed requests per 1k calls (target ≤ 1)', 'local_model_uptime': 'Continuous uptime of locally hosted Ollama models (target ≥ 99.9% monthly)', 'dependency_recovery_time': 'Mean time to auto‑repair missing virtual‑env or config files (target ≤ 30 seconds)', 'request_latency_p95': '95th percentile end‑to‑end request latency across all providers (target ≤ 800\u202fms)', 'resource_utilization': 'CPU/GPU usage stays below 70% under typical load (baseline defined by current workload)'}, 'potential_risks': ['Fallback cascade may introduce latency spikes if not throttled correctly.', 'Automated model pulling could exceed bandwidth quotas or hit rate‑limits on provider APIs.', 'Over‑strict input validation might break backward compatibility with existing client integrations.', 'Self‑healing scripts could unintentionally overwrite custom user configurations.', 'Telemetry collection may expose sensitive usage patterns if not properly anonymized.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.24560546875, 'memory_percent': 63.3, 'memory_available_gb': 2.84, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 906.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 33745}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332719 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 407 calls (407 free / 0 paid), 494,885 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,979,853.
- completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=1000 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=1003 priority=9 target=system reason: From improvement backlog - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 60.0, 'cpu_iowait': 0.0, 'cpu_steal': 2.0, 'load_1m': 1.181640625, 'memory_percent': 64.0, 'memory_available_gb': 2.79, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 907.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 31902}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332685 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 406 calls (406 free / 0 paid), 494,737 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,972,758.
- completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=1000 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T13:44:48.566747 — 156.9s, last_quarter, 19 recommendations
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.84716796875, 'memory_percent': 65.2, 'memory_available_gb': 2.7, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 907.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 30058}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332648 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 406 calls (406 free / 0 paid), 490,809 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,965,283.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 8: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.053 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.037 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 62.5, 'cpu_iowait': 0.0, 'cpu_steal': 3.0, 'load_1m': 0.73193359375, 'memory_percent': 64.1, 'memory_available_gb': 2.78, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 925.3, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 28220}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332608 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 401 calls (401 free / 0 paid), 486,095 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,953,684.
- failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 8: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.061 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=994 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 58.3, 'cpu_iowait': 1.0, 'cpu_steal': 1.0, 'load_1m': 1.3369140625, 'memory_percent': 65.2, 'memory_available_gb': 2.7, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 929.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 26380}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332575 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 405 calls (405 free / 0 paid), 489,986 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,946,607.
- failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 8: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mastermind_prime (backlog_directive_selection): — backlog_idx=991 priority=9 target=system reason: From improvement backlog - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.061 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.049 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 55.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.59326171875, 'memory_percent': 65.0, 'memory_available_gb': 2.72, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 14, 'self_rss_mb': 930.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 23, 'self_uptime_seconds': 24525}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332535 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 403 calls (403 free / 0 paid), 488,019 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,937,705.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.073 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.073 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=988 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Secure, Typed Input Validation & Sanitization', 'Automated Local Inference Deployment (Ollama) & Model Management', 'Self‑Healing Configuration & Dependency Orchestration', 'Observability, Telemetry, and KPI Dashboard', 'Incremental Self‑Improvement Loop Integration'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Add comprehensive JSON schema‑based validation for all external API inputs, with automatic sanitization and detailed error reporting.', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer that pulls, verifies, and registers the core model set (gpt‑oss:120b‑cloud, granite4.1:3b, qwen3 variants) on first‑run or when local inference is preferred.', 'priority': 8}, {'goal_description': 'Develop a self‑healing config manager that watches mindx_config.json, .env and directory structure, restores defaults, and notifies the coordinator when drift is detected.', 'priority': 7}, {'goal_description': 'Expose a lightweight Prometheus‑compatible metrics endpoint (request latency, success/failure rates, fallback usage, model cost) and integrate with a simple Grafana dashboard.', 'priority': 6}, {'goal_description': 'Close the feedback loop: after each successful improvement execution, auto‑generate a backlog item summarizing the change, its impact KPI, and schedule next iteration.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM calls that succeed after at least one fallback (target ≥ 99.5%)', 'input_validation_error_rate': 'Invalid request rejections per 1k API calls (target ≤ 2)', 'local_inference_uptime': 'Hours per day Ollama models are available (target ≥ 22h)', 'configuration_drift_incidents': 'Number of auto‑recovery events per month (target ≤ 1)', 'average_request_latency_ms': 'Mean end‑to‑end latency across providers (target ≤ 350\u202fms for local, ≤ 800\u202fms for remote)', 'cost_per_token_usd': 'Weighted average token cost (target ≤ $0.00002)', 'improvement_cycle_time_days': 'Time from backlog item creation to deployment (target ≤ 3 days)'}, 'potential_risks': ['Fallback routing may introduce latency spikes if provider ranking is not optimal.', 'Automated Ollama installation could fail on constrained OS environments, leading to partial deployment.', 'Over‑strict input validation might reject legitimate edge‑case requests, reducing system utility.', 'Metrics exposure may leak sensitive usage patterns if not properly secured.', 'Self‑healing config actions could overwrite intentional customizations without user consent.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 45.5, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 0.86083984375, 'memory_percent': 64.4, 'memory_available_gb': 2.76, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 908.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 22680}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332502 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 407 calls (407 free / 0 paid), 492,173 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,930,653.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.080 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.073 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.073 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Secure, Typed Input Validation & Sanitization', 'Automated Local Inference Deployment (Ollama) & Model Management', 'Self‑Healing Configuration & Dependency Orchestration', 'Observability, Telemetry, and KPI Dashboard', 'Incremental Self‑Improvement Loop Integration'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Add comprehensive JSON schema‑based validation for all external API inputs, with automatic sanitization and detailed error reporting.', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer that pulls, verifies, and registers the core model set (gpt‑oss:120b‑cloud, granite4.1:3b, qwen3 variants) on first‑run or when local inference is preferred.', 'priority': 8}, {'goal_description': 'Develop a self‑healing config manager that watches mindx_config.json, .env and directory structure, restores defaults, and notifies the coordinator when drift is detected.', 'priority': 7}, {'goal_description': 'Expose a lightweight Prometheus‑compatible metrics endpoint (request latency, success/failure rates, fallback usage, model cost) and integrate with a simple Grafana dashboard.', 'priority': 6}, {'goal_description': 'Close the feedback loop: after each successful improvement execution, auto‑generate a backlog item summarizing the change, its impact KPI, and schedule next iteration.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM calls that succeed after at least one fallback (target ≥ 99.5%)', 'input_validation_error_rate': 'Invalid request rejections per 1k API calls (target ≤ 2)', 'local_inference_uptime': 'Hours per day Ollama models are available (target ≥ 22h)', 'configuration_drift_incidents': 'Number of auto‑recovery events per month (target ≤ 1)', 'average_request_latency_ms': 'Mean end‑to‑end latency across providers (target ≤ 350\u202fms for local, ≤ 800\u202fms for remote)', 'cost_per_token_usd': 'Weighted average token cost (target ≤ $0.00002)', 'improvement_cycle_time_days': 'Time from backlog item creation to deployment (target ≤ 3 days)'}, 'potential_risks': ['Fallback routing may introduce latency spikes if provider ranking is not optimal.', 'Automated Ollama installation could fail on constrained OS environments, leading to partial deployment.', 'Over‑strict input validation might reject legitimate edge‑case requests, reducing system utility.', 'Metrics exposure may leak sensitive usage patterns if not properly secured.', 'Self‑healing config actions could overwrite intentional customizations without user consent.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 46.2, 'cpu_iowait': 1.0, 'cpu_steal': 1.0, 'load_1m': 0.7216796875, 'memory_percent': 63.6, 'memory_available_gb': 2.82, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 909.6, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 18852}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332493 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 406 calls (406 free / 0 paid), 496,817 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,928,235.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.098 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.086 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=985 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Telemetry‑Driven Continuous Improvement Loop'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Add comprehensive schema‑based input validation for all external API endpoints, rejecting malformed or malicious payloads before they reach the core logic.', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer that pulls, verifies (hash‑check), and registers the top‑tier models (e.g., gpt‑oss:120b‑cloud, Llama‑3‑70b) on first‑run.', 'priority': 8}, {'goal_description': 'Develop a self‑healing config manager that watches mindx_config.json, .env and virtual‑env health; it restores defaults or prompts for missing secrets when drift is detected.', 'priority': 8}, {'goal_description': 'Integrate lightweight telemetry (prometheus‑compatible) to monitor request latency, error rates, and fallback frequency; feed metrics into the improvement backlog generator.', 'priority': 7}, {'goal_description': 'Establish a version‑controlled blueprint registry so future evolutions can be audited, rolled‑back, or merged without manual file edits.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of failed primary LLM calls successfully recovered by fallback (target ≥ 98%)', 'input_validation_rejection_rate': 'Ratio of malformed requests blocked (target ≥ 99.5%)', 'local_model_uptime': 'Time local Ollama models remain healthy after deployment (target ≥ 99.9% monthly)', 'configuration_self_heal_time': 'Mean time to detect and auto‑repair config drift (target ≤ 2 minutes)', 'telemetry_latency_overhead': 'Added latency due to monitoring (target ≤ 5ms per request)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider ranking is not optimal.', 'Aggressive input validation could produce false positives, breaking legitimate integrations.', 'Automated model pulling may exceed storage quotas or violate licensing if not audited.', 'Self‑healing config actions might overwrite custom user settings without explicit consent.', 'Telemetry collection could expose sensitive usage patterns if not properly anonymized.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 46.2, 'cpu_iowait': 1.0, 'cpu_steal': 1.0, 'load_1m': 0.7216796875, 'memory_percent': 63.6, 'memory_available_gb': 2.82, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 909.6, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 18852}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332460 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 408 calls (408 free / 0 paid), 498,929 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,921,289.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.106 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.098 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.086 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Telemetry‑Driven Continuous Improvement Loop'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Add comprehensive schema‑based input validation for all external API endpoints, rejecting malformed or malicious payloads before they reach the core logic.', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer that pulls, verifies (hash‑check), and registers the top‑tier models (e.g., gpt‑oss:120b‑cloud, Llama‑3‑70b) on first‑run.', 'priority': 8}, {'goal_description': 'Develop a self‑healing config manager that watches mindx_config.json, .env and virtual‑env health; it restores defaults or prompts for missing secrets when drift is detected.', 'priority': 8}, {'goal_description': 'Integrate lightweight telemetry (prometheus‑compatible) to monitor request latency, error rates, and fallback frequency; feed metrics into the improvement backlog generator.', 'priority': 7}, {'goal_description': 'Establish a version‑controlled blueprint registry so future evolutions can be audited, rolled‑back, or merged without manual file edits.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of failed primary LLM calls successfully recovered by fallback (target ≥ 98%)', 'input_validation_rejection_rate': 'Ratio of malformed requests blocked (target ≥ 99.5%)', 'local_model_uptime': 'Time local Ollama models remain healthy after deployment (target ≥ 99.9% monthly)', 'configuration_self_heal_time': 'Mean time to detect and auto‑repair config drift (target ≤ 2 minutes)', 'telemetry_latency_overhead': 'Added latency due to monitoring (target ≤ 5ms per request)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider ranking is not optimal.', 'Aggressive input validation could produce false positives, breaking legitimate integrations.', 'Automated model pulling may exceed storage quotas or violate licensing if not audited.', 'Self‑healing config actions might overwrite custom user settings without explicit consent.', 'Telemetry collection could expose sensitive usage patterns if not properly anonymized.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 1.0, 'cpu_steal': 1.0, 'load_1m': 1.06005859375, 'memory_percent': 64.1, 'memory_available_gb': 2.78, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 910.0, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 15025}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332451 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 407 calls (407 free / 0 paid), 501,868 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,917,334.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=979 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=982 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & health‑monitoring layer', 'Zero‑trust input validation & schema enforcement', 'Self‑hosting bootstrap: automated Ollama install & model lifecycle', 'Dynamic model selection engine (cost‑performance‑resilience matrix)', 'Observability & self‑healing telemetry (metrics, logs, alerts)', 'Secure, version‑controlled configuration & secret management', 'Automated backlog triage & priority‑driven self‑modification'], 'bdi_todo_list': [{'goal_description': 'Implement a Provider Manager service that monitors LLM health, retries failed calls, and transparently switches to a secondary provider based on latency, error rate, and cost thresholds.', 'priority': 10}, {'goal_description': 'Create a unified Input Validation Middleware using JSON Schema for all external API endpoints, rejecting malformed or malicious payloads before they reach core logic.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama bootstrap script that detects OS, installs Ollama, pulls a curated minimal model set, and registers them with the Provider Manager.', 'priority': 8}, {'goal_description': 'Design a Model Selector component that evaluates available models (local and remote) against a multi‑objective utility function (accuracy, latency, token cost, availability) and selects the optimal model per request.', 'priority': 8}, {'goal_description': 'Integrate Prometheus‑compatible metrics and OpenTelemetry tracing across backend services, with alert rules for provider failures, validation errors, and resource exhaustion.', 'priority': 7}, {'goal_description': 'Migrate all secret keys and configuration values to an encrypted .env vault, enforce loading via the setup_dotenv_file command, and add rotation hooks.', 'priority': 7}, {'goal_description': 'Build an autonomous backlog processor that periodically scans the improvement_backlog, extracts high‑priority items, generates PRs, runs CI, and merges after verification.', 'priority': 6}], 'key_performance_indicators': {'provider_success_rate': '≥ 99.5% successful LLM calls over 30‑day rolling window', 'mean_request_latency': '≤ 300\u202fms for local models, ≤ 800\u202fms for remote providers', 'validation_error_rate': '≤ 0.1% of total inbound requests', 'model_switch_frequency': '≤ 2 switches per 1,000 requests (indicates stability)', 'automated_backlog_resolution_rate': '≥ 25 high‑priority items closed per week', 'system_uptime': '≥ 99.9% (including self‑healing restarts)', 'security_compliance_score': '100% encrypted secrets, no plain‑text keys in repo'}, 'potential_risks': ['Fallback logic may introduce latency spikes if secondary providers are slower or rate‑limited.', 'Automated model pulling could exhaust disk space on constrained hosts.', 'Over‑aggressive input validation might reject legitimate edge‑case requests, reducing usability.', 'Self‑modifying backlog automation could generate faulty PRs if the code generation model misinterprets context.', 'Dependency on external provider APIs may cause cost overruns; need budget guards.', 'Complexity of multi‑provider orchestration increases surface area for bugs and security misconfigurations.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 1.0, 'cpu_steal': 1.0, 'load_1m': 1.06005859375, 'memory_percent': 64.1, 'memory_available_gb': 2.78, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 910.0, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 15025}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332418 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 410 calls (410 free / 0 paid), 502,560 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,910,331.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=979 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & health‑monitoring layer', 'Zero‑trust input validation & schema enforcement', 'Self‑hosting bootstrap: automated Ollama install & model lifecycle', 'Dynamic model selection engine (cost‑performance‑resilience matrix)', 'Observability & self‑healing telemetry (metrics, logs, alerts)', 'Secure, version‑controlled configuration & secret management', 'Automated backlog triage & priority‑driven self‑modification'], 'bdi_todo_list': [{'goal_description': 'Implement a Provider Manager service that monitors LLM health, retries failed calls, and transparently switches to a secondary provider based on latency, error rate, and cost thresholds.', 'priority': 10}, {'goal_description': 'Create a unified Input Validation Middleware using JSON Schema for all external API endpoints, rejecting malformed or malicious payloads before they reach core logic.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama bootstrap script that detects OS, installs Ollama, pulls a curated minimal model set, and registers them with the Provider Manager.', 'priority': 8}, {'goal_description': 'Design a Model Selector component that evaluates available models (local and remote) against a multi‑objective utility function (accuracy, latency, token cost, availability) and selects the optimal model per request.', 'priority': 8}, {'goal_description': 'Integrate Prometheus‑compatible metrics and OpenTelemetry tracing across backend services, with alert rules for provider failures, validation errors, and resource exhaustion.', 'priority': 7}, {'goal_description': 'Migrate all secret keys and configuration values to an encrypted .env vault, enforce loading via the setup_dotenv_file command, and add rotation hooks.', 'priority': 7}, {'goal_description': 'Build an autonomous backlog processor that periodically scans the improvement_backlog, extracts high‑priority items, generates PRs, runs CI, and merges after verification.', 'priority': 6}], 'key_performance_indicators': {'provider_success_rate': '≥ 99.5% successful LLM calls over 30‑day rolling window', 'mean_request_latency': '≤ 300\u202fms for local models, ≤ 800\u202fms for remote providers', 'validation_error_rate': '≤ 0.1% of total inbound requests', 'model_switch_frequency': '≤ 2 switches per 1,000 requests (indicates stability)', 'automated_backlog_resolution_rate': '≥ 25 high‑priority items closed per week', 'system_uptime': '≥ 99.9% (including self‑healing restarts)', 'security_compliance_score': '100% encrypted secrets, no plain‑text keys in repo'}, 'potential_risks': ['Fallback logic may introduce latency spikes if secondary providers are slower or rate‑limited.', 'Automated model pulling could exhaust disk space on constrained hosts.', 'Over‑aggressive input validation might reject legitimate edge‑case requests, reducing usability.', 'Self‑modifying backlog automation could generate faulty PRs if the code generation model misinterprets context.', 'Dependency on external provider APIs may cause cost overruns; need budget guards.', 'Complexity of multi‑provider orchestration increases surface area for bugs and security misconfigurations.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.70703125, 'memory_percent': 54.7, 'memory_available_gb': 3.52, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 908.7, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 13143}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332384 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 416 calls (416 free / 0 paid), 507,675 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,903,415.
- pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests
- mastermind_prime (backlog_directive_selection): — backlog_idx=976 priority=9 target=system reason: From improvement backlog - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.119 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & health‑monitoring layer', 'Zero‑trust input validation & schema enforcement', 'Self‑hosting bootstrap: automated Ollama install & model lifecycle', 'Dynamic model selection engine (cost‑performance‑resilience matrix)', 'Observability & self‑healing telemetry (metrics, logs, alerts)', 'Secure, version‑controlled configuration & secret management', 'Automated backlog triage & priority‑driven self‑modification'], 'bdi_todo_list': [{'goal_description': 'Implement a Provider Manager service that monitors LLM health, retries failed calls, and transparently switches to a secondary provider based on latency, error rate, and cost thresholds.', 'priority': 10}, {'goal_description': 'Create a unified Input Validation Middleware using JSON Schema for all external API endpoints, rejecting malformed or malicious payloads before they reach core logic.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama bootstrap script that detects OS, installs Ollama, pulls a curated minimal model set, and registers them with the Provider Manager.', 'priority': 8}, {'goal_description': 'Design a Model Selector component that evaluates available models (local and remote) against a multi‑objective utility function (accuracy, latency, token cost, availability) and selects the optimal model per request.', 'priority': 8}, {'goal_description': 'Integrate Prometheus‑compatible metrics and OpenTelemetry tracing across backend services, with alert rules for provider failures, validation errors, and resource exhaustion.', 'priority': 7}, {'goal_description': 'Migrate all secret keys and configuration values to an encrypted .env vault, enforce loading via the setup_dotenv_file command, and add rotation hooks.', 'priority': 7}, {'goal_description': 'Build an autonomous backlog processor that periodically scans the improvement_backlog, extracts high‑priority items, generates PRs, runs CI, and merges after verification.', 'priority': 6}], 'key_performance_indicators': {'provider_success_rate': '≥ 99.5% successful LLM calls over 30‑day rolling window', 'mean_request_latency': '≤ 300\u202fms for local models, ≤ 800\u202fms for remote providers', 'validation_error_rate': '≤ 0.1% of total inbound requests', 'model_switch_frequency': '≤ 2 switches per 1,000 requests (indicates stability)', 'automated_backlog_resolution_rate': '≥ 25 high‑priority items closed per week', 'system_uptime': '≥ 99.9% (including self‑healing restarts)', 'security_compliance_score': '100% encrypted secrets, no plain‑text keys in repo'}, 'potential_risks': ['Fallback logic may introduce latency spikes if secondary providers are slower or rate‑limited.', 'Automated model pulling could exhaust disk space on constrained hosts.', 'Over‑aggressive input validation might reject legitimate edge‑case requests, reducing usability.', 'Self‑modifying backlog automation could generate faulty PRs if the code generation model misinterprets context.', 'Dependency on external provider APIs may cause cost overruns; need budget guards.', 'Complexity of multi‑provider orchestration increases surface area for bugs and security misconfigurations.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.9306640625, 'memory_percent': 63.6, 'memory_available_gb': 2.82, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 908.0, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 11117}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332345 memories, 27 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 435 calls (435 free / 0 paid), 537,982 tokens, $0.000000. Top: ollama, openrouter/OpenInference, ollama_cloud. All-time tokens: 11,893,660.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.134 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.122 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=973 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Engine', 'Zero‑Trust Input Validation & Sanitization Layer', 'Self‑Bootstrapping Deployment Automation (env, models, services)', 'Dynamic Resource Allocation & Model Selection Scheduler', 'Continuous Improvement Loop Integration (backlog auto‑triage, auto‑apply low‑risk patches)', 'Observability & Telemetry for Long‑Term Health Monitoring'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback manager that auto‑detects LLM failures and seamlessly switches to secondary providers/models.', 'priority': 10}, {'goal_description': 'Create a comprehensive input validation framework for all external API endpoints, including schema enforcement, rate limiting, and sandboxed execution.', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via the setup_virtual_environment_and_mindx_deps command, ensuring local inference capability without manual steps.', 'priority': 8}, {'goal_description': 'Develop a dynamic scheduler that selects the optimal model based on cost, latency, and task complexity, leveraging the full catalog of available models.', 'priority': 7}, {'goal_description': 'Integrate backlog triage AI that classifies pending improvement items, auto‑applies high‑confidence, low‑risk changes, and creates PRs for higher‑risk items.', 'priority': 6}, {'goal_description': 'Establish health‑check telemetry (service uptime, provider latency, error rates) and KPI dashboards to monitor resilience and longevity.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM failures recovered without human intervention (target ≥ 98%)', 'validation_error_rate': 'Invalid or malicious API requests blocked per 1k requests (target ≤ 1)', 'deployment_automation_latency': 'Time from setup_mindx_config_json to fully operational services (target ≤ 2 minutes)', 'model_selection_efficiency': 'Average cost‑per‑token vs. baseline (target ≤ 0.9× baseline)', 'auto_patch_success': 'Proportion of auto‑applied backlog items that pass post‑deployment tests (target ≥ 95%)', 'system_uptime': 'Overall MindX service availability (target ≥ 99.9%)'}, 'potential_risks': ['Fallback loops causing rapid provider switching and rate‑limit exhaustion', 'Over‑aggressive input validation breaking legitimate use‑cases', 'Automated model pulling consuming excessive storage or bandwidth', 'Scheduler mis‑allocation leading to higher latency or cost spikes', 'Auto‑applied patches introducing subtle regressions without adequate test coverage', 'Telemetry data leakage if observability pipelines are not secured'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 40.0, 'cpu_iowait': 1.0, 'cpu_steal': 0.0, 'load_1m': 0.89208984375, 'memory_percent': 64.0, 'memory_available_gb': 2.79, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 900.1, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 9277}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- milestone:publication:post_848: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 848, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332312 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 463 calls (463 free / 0 paid), 571,684 tokens, $0.000000. Top: ollama, ollama_cloud, openrouter/OpenInference. All-time tokens: 11,886,527.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.146 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.134 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.122 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Engine', 'Zero‑Trust Input Validation & Sanitization Layer', 'Self‑Bootstrapping Deployment Automation (env, models, services)', 'Dynamic Resource Allocation & Model Selection Scheduler', 'Continuous Improvement Loop Integration (backlog auto‑triage, auto‑apply low‑risk patches)', 'Observability & Telemetry for Long‑Term Health Monitoring'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback manager that auto‑detects LLM failures and seamlessly switches to secondary providers/models.', 'priority': 10}, {'goal_description': 'Create a comprehensive input validation framework for all external API endpoints, including schema enforcement, rate limiting, and sandboxed execution.', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via the setup_virtual_environment_and_mindx_deps command, ensuring local inference capability without manual steps.', 'priority': 8}, {'goal_description': 'Develop a dynamic scheduler that selects the optimal model based on cost, latency, and task complexity, leveraging the full catalog of available models.', 'priority': 7}, {'goal_description': 'Integrate backlog triage AI that classifies pending improvement items, auto‑applies high‑confidence, low‑risk changes, and creates PRs for higher‑risk items.', 'priority': 6}, {'goal_description': 'Establish health‑check telemetry (service uptime, provider latency, error rates) and KPI dashboards to monitor resilience and longevity.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM failures recovered without human intervention (target ≥ 98%)', 'validation_error_rate': 'Invalid or malicious API requests blocked per 1k requests (target ≤ 1)', 'deployment_automation_latency': 'Time from setup_mindx_config_json to fully operational services (target ≤ 2 minutes)', 'model_selection_efficiency': 'Average cost‑per‑token vs. baseline (target ≤ 0.9× baseline)', 'auto_patch_success': 'Proportion of auto‑applied backlog items that pass post‑deployment tests (target ≥ 95%)', 'system_uptime': 'Overall MindX service availability (target ≥ 99.9%)'}, 'potential_risks': ['Fallback loops causing rapid provider switching and rate‑limit exhaustion', 'Over‑aggressive input validation breaking legitimate use‑cases', 'Automated model pulling consuming excessive storage or bandwidth', 'Scheduler mis‑allocation leading to higher latency or cost spikes', 'Auto‑applied patches introducing subtle regressions without adequate test coverage', 'Telemetry data leakage if observability pipelines are not secured'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 44.4, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.94775390625, 'memory_percent': 63.9, 'memory_available_gb': 2.8, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 898.1, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 7433}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332272 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 458 calls (458 free / 0 paid), 561,777 tokens, $0.000000. Top: ollama, ollama_cloud, openrouter/OpenInference. All-time tokens: 11,876,396.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 6 patterns extracted, 6 stored to LTM. Top i
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.187 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.187 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.173 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.160 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.147 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.1, 'cpu_steal': 1.2, 'load_1m': 1.84716796875, 'memory_percent': 65.2, 'memory_available_gb': 2.7, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 14, 'self_rss_mb': 895.4, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 22, 'self_uptime_seconds': 5538}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332239 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 469 calls (469 free / 0 paid), 595,276 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,866,974.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 6 patterns extracted, 6 stored to LTM. Top i
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.280 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.267 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.267 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.253 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.240 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.5, 'cpu_iowait': 0.0, 'cpu_steal': 0.8, 'load_1m': 1.36083984375, 'memory_percent': 64.5, 'memory_available_gb': 2.76, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 15, 'self_rss_mb': 895.1, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 22, 'self_uptime_seconds': 5463}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332141 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 449 calls (449 free / 0 paid), 587,510 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,824,873.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 6 patterns extracted, 6 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.453 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.453 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.440 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.427 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.413 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & health‑monitoring layer', 'Zero‑trust input validation & schema enforcement', 'Self‑bootstrapping local inference (Ollama) with automated model lifecycle', 'Dynamic resource orchestration across cloud & edge providers', 'Continuous self‑audit loop for backlog exhaustion and knowledge‑base refresh', 'Secure, version‑controlled configuration & secret management'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback engine that auto‑reroutes requests on failure, logs latency, and updates a health matrix.', 'priority': 10}, {'goal_description': 'Deploy a JSON‑Schema based request validator for all internal/external APIs, rejecting malformed payloads before LLM invocation.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning; add a background reconciler that ensures required models are present and up‑to‑date.\n : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : :\n ', 'priority': 8}, {'goal_description': 'Create a health‑aware scheduler that balances load between cloud APIs (OpenAI, Anthropic, Grok, Together) and local Ollama models based on latency, cost, and token limits.', 'priority': 7}, {'goal_description': 'Integrate a continuous self‑audit daemon that consumes the improvement_backlog, marks items as resolved, and triggers automated PRs to the codebase.', 'priority': 6}, {'goal_description': 'Upgrade configuration management: store .env secrets in an encrypted vault, enforce schema validation, and version‑control mindx_config.json.', 'priority': 6}, {'goal_description': 'Instrument comprehensive KPI telemetry (request success rate, fallback frequency, validation error rate, model uptime) and expose via Prometheus / Grafana dashboards.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests automatically rerouted without user impact (target > 99.5%)', 'input_validation_error_rate': 'Invalid API payloads rejected per total requests (target < 0.1%)', 'local_model_uptime': 'Availability of Ollama inference service (target > 99.9%)', 'mean_latency': 'Average end‑to‑end response time across all providers (target < 800\u202fms)', 'backlog_resolution_rate': 'Backlog items closed per week (target ≥ 500)', 'cost_per_token': 'Average monetary cost per 1k tokens (target ≤ $0.0015)'}, 'potential_risks': ['Provider API rate‑limit throttling causing cascade failures before fallback engages', 'Local Ollama model drift or corruption leading to silent inference errors', 'Over‑complex validation layer introducing latency or false positives', 'Secrets leakage if vault integration is mis‑configured', 'Resource contention on the host machine when running multiple large models concurrently'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 3.5, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.408203125, 'memory_percent': 51.6, 'memory_available_gb': 3.76, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 15, 'self_rss_mb': 800.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 22, 'self_uptime_seconds': 2983}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 332050 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 417 calls (417 free / 0 paid), 555,676 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,785,461.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 6 patterns extracted, 6 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.489 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.533 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.477 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-11T05:42:09.845386 — 135.8s, last_quarter, 19 recommendations
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & health‑monitoring layer', 'Zero‑trust input validation & schema enforcement', 'Self‑bootstrapping local inference (Ollama) with automated model lifecycle', 'Dynamic resource orchestration across cloud & edge providers', 'Continuous self‑audit loop for backlog exhaustion and knowledge‑base refresh', 'Secure, version‑controlled configuration & secret management'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback engine that auto‑reroutes requests on failure, logs latency, and updates a health matrix.', 'priority': 10}, {'goal_description': 'Deploy a JSON‑Schema based request validator for all internal/external APIs, rejecting malformed payloads before LLM invocation.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning; add a background reconciler that ensures required models are present and up‑to‑date.\n : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : :\n ', 'priority': 8}, {'goal_description': 'Create a health‑aware scheduler that balances load between cloud APIs (OpenAI, Anthropic, Grok, Together) and local Ollama models based on latency, cost, and token limits.', 'priority': 7}, {'goal_description': 'Integrate a continuous self‑audit daemon that consumes the improvement_backlog, marks items as resolved, and triggers automated PRs to the codebase.', 'priority': 6}, {'goal_description': 'Upgrade configuration management: store .env secrets in an encrypted vault, enforce schema validation, and version‑control mindx_config.json.', 'priority': 6}, {'goal_description': 'Instrument comprehensive KPI telemetry (request success rate, fallback frequency, validation error rate, model uptime) and expose via Prometheus / Grafana dashboards.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests automatically rerouted without user impact (target > 99.5%)', 'input_validation_error_rate': 'Invalid API payloads rejected per total requests (target < 0.1%)', 'local_model_uptime': 'Availability of Ollama inference service (target > 99.9%)', 'mean_latency': 'Average end‑to‑end response time across all providers (target < 800\u202fms)', 'backlog_resolution_rate': 'Backlog items closed per week (target ≥ 500)', 'cost_per_token': 'Average monetary cost per 1k tokens (target ≤ $0.0015)'}, 'potential_risks': ['Provider API rate‑limit throttling causing cascade failures before fallback engages', 'Local Ollama model drift or corruption leading to silent inference errors', 'Over‑complex validation layer introducing latency or false positives', 'Secrets leakage if vault integration is mis‑configured', 'Resource contention on the host machine when running multiple large models concurrently'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 4.6, 'load_1m': 2.009765625, 'memory_percent': 62.8, 'memory_available_gb': 2.88, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 17, 'self_rss_mb': 720.7, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 23, 'self_uptime_seconds': 695}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Chapter published: day 25/28 — The Network — waning crescent
System snapshot: 331958 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 395 calls (395 free / 0 paid), 528,513 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,740,089.
- pending (mindx_meta_agent, autonomous_loop): Cycle 22: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Observability & KPI Telemetry for Longevity'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Add comprehensive schema‑based input validation for all external API endpoints, rejecting malformed or malicious payloads before they reach core logic.', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer that pulls, verifies (hash), and registers required models; schedule periodic health‑checks and auto‑restart on failure.', 'priority': 8}, {'goal_description': 'Develop a self‑healing configuration manager that detects missing .env keys, absent virtual environments, or version drift and remediates without human intervention.', 'priority': 7}, {'goal_description': 'Integrate structured observability (metrics, logs, traces) for provider latency, error rates, and fallback frequency; expose dashboards for long‑term trend analysis.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM calls that succeed after at least one fallback (target ≥ 99.5%)', 'input_validation_rejection_rate': 'Ratio of rejected malformed requests to total requests (target ≤ 0.1%)', 'model_deployment_uptime': 'Continuous uptime of locally hosted models (target ≥ 99.9%)', 'self_healing_recovery_time': 'Mean time to auto‑recover from missing dependencies or config errors (target ≤ 30\u202fseconds)', 'observability_coverage': 'Percentage of core functions emitting structured metrics/logs (target ≥ 95%)'}, 'potential_risks': ['Cascade failures if fallback ranking logic selects an equally compromised provider.', 'Over‑aggressive input validation blocking legitimate edge‑case queries.', 'Resource exhaustion on the host when auto‑pulling large models without quota checks.', 'Self‑healing loops that repeatedly restart services without addressing root cause.', 'Telemetry overload causing performance degradation if logging is not rate‑limited.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 1.0, 'cpu_steal': 2.0, 'load_1m': 1.65625, 'memory_percent': 64.7, 'memory_available_gb': 2.74, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 21, 'self_rss_mb': 888.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 25, 'self_uptime_seconds': 82550}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331958 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 395 calls (395 free / 0 paid), 528,513 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,740,089.
- pending (mindx_meta_agent, autonomous_loop): Cycle 22: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Observability & KPI Telemetry for Longevity'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Add comprehensive schema‑based input validation for all external API endpoints, rejecting malformed or malicious payloads before they reach core logic.', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer that pulls, verifies (hash), and registers required models; schedule periodic health‑checks and auto‑restart on failure.', 'priority': 8}, {'goal_description': 'Develop a self‑healing configuration manager that detects missing .env keys, absent virtual environments, or version drift and remediates without human intervention.', 'priority': 7}, {'goal_description': 'Integrate structured observability (metrics, logs, traces) for provider latency, error rates, and fallback frequency; expose dashboards for long‑term trend analysis.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM calls that succeed after at least one fallback (target ≥ 99.5%)', 'input_validation_rejection_rate': 'Ratio of rejected malformed requests to total requests (target ≤ 0.1%)', 'model_deployment_uptime': 'Continuous uptime of locally hosted models (target ≥ 99.9%)', 'self_healing_recovery_time': 'Mean time to auto‑recover from missing dependencies or config errors (target ≤ 30\u202fseconds)', 'observability_coverage': 'Percentage of core functions emitting structured metrics/logs (target ≥ 95%)'}, 'potential_risks': ['Cascade failures if fallback ranking logic selects an equally compromised provider.', 'Over‑aggressive input validation blocking legitimate edge‑case queries.', 'Resource exhaustion on the host when auto‑pulling large models without quota checks.', 'Self‑healing loops that repeatedly restart services without addressing root cause.', 'Telemetry overload causing performance degradation if logging is not rate‑limited.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 1.0, 'cpu_steal': 2.0, 'load_1m': 1.65625, 'memory_percent': 64.7, 'memory_available_gb': 2.74, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 21, 'self_rss_mb': 888.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 25, 'self_uptime_seconds': 82550}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331857 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 386 calls (386 free / 0 paid), 546,958 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,730,075.
- failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: Optimize CPU usage. Agents: none
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=1075 priority=9 target=system reason: From improvement backlog - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Secure, Typed Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Observability, Metrics, and KPI Dashboard', 'Incremental Backlog Processing & Knowledge Consolidation'], 'bdi_todo_list': [{'goal_description': 'Implement a unified fallback orchestrator that dynamically selects alternative providers/models when primary LLM calls fail, preserving task continuity.', 'priority': 10}, {'goal_description': 'Add comprehensive, schema‑driven input validation for all external API endpoints and internal command interfaces.', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer with model pull scripts, health‑checks, and version pinning to guarantee local inference availability.', 'priority': 8}, {'goal_description': 'Develop a self‑healing configuration manager that detects missing .env keys, corrupted mindx_config.json, and auto‑recreates them from secure vault backups.', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics (request latency, success/failure rates, fallback activation count) and expose a Grafana dashboard for real‑time KPI monitoring.', 'priority': 6}, {'goal_description': 'Design a backlog triage pipeline that processes the 83k pending improvement items in batches, extracts actionable patterns, and feeds them into the knowledge graph for future self‑improvement cycles.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted to an alternate provider/model (target ≥ 98%)', 'validation_error_rate': 'Invalid input rejections per 1k requests (target ≤ 2)', 'local_model_uptime': 'Hours of continuous local inference availability per month (target ≥ 720)', 'config_self_heal_time': 'Mean time to detect and auto‑repair configuration issues (target ≤ 30 seconds)', 'kpi_dashboard_latency': 'Time from metric emission to dashboard update (target ≤ 5 seconds)', 'backlog_processing_rate': 'Number of backlog items transformed into actionable tickets per day (target ≥ 1,000)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider selection logic is not cached.', 'Automated local model installation could fail on heterogeneous OS environments, leading to partial outages.', 'Over‑strict input validation might reject legitimate edge‑case queries, reducing system utility.', 'Self‑healing config may inadvertently overwrite intentional custom settings if version control is not tracked.', 'Metric collection overhead could impact performance on low‑resource deployments.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 1.0, 'cpu_steal': 2.0, 'load_1m': 1.65625, 'memory_percent': 64.7, 'memory_available_gb': 2.74, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 21, 'self_rss_mb': 888.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 25, 'self_uptime_seconds': 82550}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331773 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 377 calls (377 free / 0 paid), 560,770 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,716,078.
- failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: Optimize CPU usage. Agents: none
- mastermind_prime (backlog_directive_selection): — backlog_idx=1072 priority=9 target=system reason: From improvement backlog - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Secure, Typed Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Observability, Metrics, and KPI Dashboard', 'Incremental Backlog Processing & Knowledge Consolidation'], 'bdi_todo_list': [{'goal_description': 'Implement a unified fallback orchestrator that dynamically selects alternative providers/models when primary LLM calls fail, preserving task continuity.', 'priority': 10}, {'goal_description': 'Add comprehensive, schema‑driven input validation for all external API endpoints and internal command interfaces.', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer with model pull scripts, health‑checks, and version pinning to guarantee local inference availability.', 'priority': 8}, {'goal_description': 'Develop a self‑healing configuration manager that detects missing .env keys, corrupted mindx_config.json, and auto‑recreates them from secure vault backups.', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics (request latency, success/failure rates, fallback activation count) and expose a Grafana dashboard for real‑time KPI monitoring.', 'priority': 6}, {'goal_description': 'Design a backlog triage pipeline that processes the 83k pending improvement items in batches, extracts actionable patterns, and feeds them into the knowledge graph for future self‑improvement cycles.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted to an alternate provider/model (target ≥ 98%)', 'validation_error_rate': 'Invalid input rejections per 1k requests (target ≤ 2)', 'local_model_uptime': 'Hours of continuous local inference availability per month (target ≥ 720)', 'config_self_heal_time': 'Mean time to detect and auto‑repair configuration issues (target ≤ 30 seconds)', 'kpi_dashboard_latency': 'Time from metric emission to dashboard update (target ≤ 5 seconds)', 'backlog_processing_rate': 'Number of backlog items transformed into actionable tickets per day (target ≥ 1,000)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider selection logic is not cached.', 'Automated local model installation could fail on heterogeneous OS environments, leading to partial outages.', 'Over‑strict input validation might reject legitimate edge‑case queries, reducing system utility.', 'Self‑healing config may inadvertently overwrite intentional custom settings if version control is not tracked.', 'Metric collection overhead could impact performance on low‑resource deployments.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 2.1533203125, 'memory_percent': 55.6, 'memory_available_gb': 3.45, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 30, 'self_rss_mb': 880.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 28, 'self_uptime_seconds': 80707}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331683 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 371 calls (371 free / 0 paid), 580,622 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,697,097.
- failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 19: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: Optimize CPU usage. Agents: none
- mastermind_prime (backlog_directive_selection): — backlog_idx=1069 priority=9 target=system reason: From improvement backlog - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Zero‑trust input validation & sanitization layer', 'Local inference bootstrap (Ollama) for offline continuity', 'Dynamic model selection matrix based on cost, latency, and capability', 'Self‑healing configuration & health‑check daemon', 'Telemetry‑driven continuous improvement loop'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic orchestration layer that routes requests, monitors health, and automatically switches to a secondary LLM when the primary fails.', 'priority': 10}, {'goal_description': 'Create a comprehensive schema‑based input validation framework for all external API endpoints, rejecting malformed or malicious payloads before they reach LLMs.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version verification to guarantee local inference capability even when internet connectivity is lost.', 'priority': 8}, {'goal_description': 'Develop a cost‑aware model selector that chooses the optimal model (local vs cloud) based on real‑time latency, token pricing, and task complexity.', 'priority': 7}, {'goal_description': 'Add a watchdog daemon that periodically validates configuration files, environment variables, and service health, auto‑repairing or alerting on drift.', 'priority': 6}, {'goal_description': 'Integrate structured telemetry (request latency, error rates, fallback occurrences) into the improvement backlog pipeline to prioritize future fixes.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of requests successfully rerouted after primary failure (target ≥ 99.5%)', 'input_validation_rejection_rate': 'ratio of malformed requests blocked (target ≥ 98%)', 'local_inference_uptime': 'hours per month where at least one local model is operational (target ≥ 720h/month)', 'average_response_latency': 'mean end‑to‑end latency across all providers (target ≤ 800\u202fms)', 'cost_per_1k_tokens': 'weighted average token cost after dynamic selection (target ≤ 0.015\u202fUSD)', 'backlog_resolution_velocity': 'number of high‑priority backlog items closed per sprint (target ≥ 30)'}, 'potential_risks': ['Provider API rate limits or sudden deprecation causing cascade failures before fallback logic stabilizes.', 'Complexity of dynamic model selection leading to sub‑optimal cost or latency if telemetry is inaccurate.', 'Local model download size and hardware constraints may prevent full offline capability on low‑resource nodes.', 'Over‑strict input validation could reject legitimate edge‑case queries, reducing system usefulness.', 'Watchdog self‑healing loops might create oscillations if not throttled, consuming resources.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.58203125, 'memory_percent': 65.0, 'memory_available_gb': 2.72, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 22, 'self_rss_mb': 882.5, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 25, 'self_uptime_seconds': 78868}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331608 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 342 calls (342 free / 0 paid), 566,641 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,682,892.
- failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 19: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: Optimize CPU usage. Agents: none
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1066 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Zero‑trust input validation & sanitization layer', 'Local inference bootstrap (Ollama) for offline continuity', 'Dynamic model selection matrix based on cost, latency, and capability', 'Self‑healing configuration & health‑check daemon', 'Telemetry‑driven continuous improvement loop'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic orchestration layer that routes requests, monitors health, and automatically switches to a secondary LLM when the primary fails.', 'priority': 10}, {'goal_description': 'Create a comprehensive schema‑based input validation framework for all external API endpoints, rejecting malformed or malicious payloads before they reach LLMs.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version verification to guarantee local inference capability even when internet connectivity is lost.', 'priority': 8}, {'goal_description': 'Develop a cost‑aware model selector that chooses the optimal model (local vs cloud) based on real‑time latency, token pricing, and task complexity.', 'priority': 7}, {'goal_description': 'Add a watchdog daemon that periodically validates configuration files, environment variables, and service health, auto‑repairing or alerting on drift.', 'priority': 6}, {'goal_description': 'Integrate structured telemetry (request latency, error rates, fallback occurrences) into the improvement backlog pipeline to prioritize future fixes.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of requests successfully rerouted after primary failure (target ≥ 99.5%)', 'input_validation_rejection_rate': 'ratio of malformed requests blocked (target ≥ 98%)', 'local_inference_uptime': 'hours per month where at least one local model is operational (target ≥ 720h/month)', 'average_response_latency': 'mean end‑to‑end latency across all providers (target ≤ 800\u202fms)', 'cost_per_1k_tokens': 'weighted average token cost after dynamic selection (target ≤ 0.015\u202fUSD)', 'backlog_resolution_velocity': 'number of high‑priority backlog items closed per sprint (target ≥ 30)'}, 'potential_risks': ['Provider API rate limits or sudden deprecation causing cascade failures before fallback logic stabilizes.', 'Complexity of dynamic model selection leading to sub‑optimal cost or latency if telemetry is inaccurate.', 'Local model download size and hardware constraints may prevent full offline capability on low‑resource nodes.', 'Over‑strict input validation could reject legitimate edge‑case queries, reducing system usefulness.', 'Watchdog self‑healing loops might create oscillations if not throttled, consuming resources.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 54.5, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.4443359375, 'memory_percent': 62.2, 'memory_available_gb': 2.93, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 11, 'self_rss_mb': 881.3, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 77027}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331568 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 364 calls (364 free / 0 paid), 586,782 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,672,352.
- failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 19: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 18: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: Optimize CPU usage. Agents: none
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=1060 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=1063 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 1.21533203125, 'memory_percent': 63.5, 'memory_available_gb': 2.83, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 7, 'self_rss_mb': 882.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 75190}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331535 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 388 calls (388 free / 0 paid), 617,802 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,665,388.
- failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 19: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 18: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: Optimize CPU usage. Agents: none
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=1060 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 55.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.84912109375, 'memory_percent': 64.9, 'memory_available_gb': 2.72, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 11, 'self_rss_mb': 882.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 73351}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331493 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 409 calls (409 free / 0 paid), 645,081 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,655,964.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 18: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 17: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.067 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.053 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=1057 priority=9 target=system reason: From improvement backlog - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.040 top3=[openai/gpt-oss- - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Redundancy & Self‑Healing Core (v0.5.0)', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider & model fallback orchestration', 'Zero‑trust input validation & sanitization layer', 'Automated local model provisioning & health‑check daemon', 'Self‑diagnostic monitoring & corrective action engine', 'Secure, version‑controlled configuration & secret management', 'Scalable, container‑ready deployment scaffolding'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Add comprehensive schema‑based input validation for all external API endpoints, rejecting malformed or malicious payloads before processing.', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer + model puller that ensures required local models are present, verifies checksums, and registers them in the provider registry.', 'priority': 8}, {'goal_description': 'Develop a health‑monitor daemon that pings each provider/model, records latency/error rates, and triggers fallback activation or auto‑recovery scripts.', 'priority': 8}, {'goal_description': 'Introduce a self‑healing loop that consumes the improvement backlog, prioritizes high‑impact items, and generates PRs/patches autonomously.', 'priority': 7}, {'goal_description': 'Secure configuration handling: generate .env from a vault, enforce least‑privilege API keys, and rotate secrets on a schedule.', 'priority': 7}, {'goal_description': 'Containerize backend and frontend services with Docker Compose, enabling rapid redeployment and isolation for resilience.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of failed primary LLM calls successfully rerouted (target ≥ 98%)', 'input_validation_rejection_rate': 'Ratio of malformed requests blocked (target ≥ 99.5%)', 'model_availability_uptime': 'Combined uptime of all registered providers/models (target ≥ 99.9%)', 'self_healing_cycle_time': 'Average time from backlog item detection to automated PR merge (target ≤ 4\u202fhours)', 'deployment_recovery_time': 'Mean time to restore service after a container crash (target ≤ 30\u202fseconds)', 'security_audit_score': 'Automated secret‑leak scan pass rate (target 100%)'}, 'potential_risks': ['Fallback routing may introduce latency spikes if multiple providers are sequentially tried.', 'Automated model installation could consume excessive bandwidth or storage on constrained hosts.', 'Over‑aggressive input validation might reject legitimate edge‑case queries, reducing utility.', 'Self‑healing scripts could generate malformed patches if the backlog contains contradictory suggestions.', 'Containerization adds surface area for configuration drift and requires proper orchestration tooling.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.9130859375, 'memory_percent': 65.4, 'memory_available_gb': 2.68, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 11, 'self_rss_mb': 880.0, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 71510}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331444 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 417 calls (417 free / 0 paid), 661,310 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,645,620.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 18: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 17: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.098 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1054 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Redundancy & Self‑Healing Core (v0.5.0)', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider & model fallback orchestration', 'Zero‑trust input validation & sanitization layer', 'Automated local model provisioning & health‑check daemon', 'Self‑diagnostic monitoring & corrective action engine', 'Secure, version‑controlled configuration & secret management', 'Scalable, container‑ready deployment scaffolding'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Add comprehensive schema‑based input validation for all external API endpoints, rejecting malformed or malicious payloads before processing.', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer + model puller that ensures required local models are present, verifies checksums, and registers them in the provider registry.', 'priority': 8}, {'goal_description': 'Develop a health‑monitor daemon that pings each provider/model, records latency/error rates, and triggers fallback activation or auto‑recovery scripts.', 'priority': 8}, {'goal_description': 'Introduce a self‑healing loop that consumes the improvement backlog, prioritizes high‑impact items, and generates PRs/patches autonomously.', 'priority': 7}, {'goal_description': 'Secure configuration handling: generate .env from a vault, enforce least‑privilege API keys, and rotate secrets on a schedule.', 'priority': 7}, {'goal_description': 'Containerize backend and frontend services with Docker Compose, enabling rapid redeployment and isolation for resilience.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of failed primary LLM calls successfully rerouted (target ≥ 98%)', 'input_validation_rejection_rate': 'Ratio of malformed requests blocked (target ≥ 99.5%)', 'model_availability_uptime': 'Combined uptime of all registered providers/models (target ≥ 99.9%)', 'self_healing_cycle_time': 'Average time from backlog item detection to automated PR merge (target ≤ 4\u202fhours)', 'deployment_recovery_time': 'Mean time to restore service after a container crash (target ≤ 30\u202fseconds)', 'security_audit_score': 'Automated secret‑leak scan pass rate (target 100%)'}, 'potential_risks': ['Fallback routing may introduce latency spikes if multiple providers are sequentially tried.', 'Automated model installation could consume excessive bandwidth or storage on constrained hosts.', 'Over‑aggressive input validation might reject legitimate edge‑case queries, reducing utility.', 'Self‑healing scripts could generate malformed patches if the backlog contains contradictory suggestions.', 'Containerization adds surface area for configuration drift and requires proper orchestration tooling.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.890625, 'memory_percent': 63.7, 'memory_available_gb': 2.81, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 7, 'self_rss_mb': 880.3, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 69669}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331411 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 423 calls (423 free / 0 paid), 669,405 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,638,657.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 18: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 17: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.120 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.098 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Redundancy & Self‑Healing Core (v0.5.0)', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider & model fallback orchestration', 'Zero‑trust input validation & sanitization layer', 'Automated local model provisioning & health‑check daemon', 'Self‑diagnostic monitoring & corrective action engine', 'Secure, version‑controlled configuration & secret management', 'Scalable, container‑ready deployment scaffolding'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Add comprehensive schema‑based input validation for all external API endpoints, rejecting malformed or malicious payloads before processing.', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer + model puller that ensures required local models are present, verifies checksums, and registers them in the provider registry.', 'priority': 8}, {'goal_description': 'Develop a health‑monitor daemon that pings each provider/model, records latency/error rates, and triggers fallback activation or auto‑recovery scripts.', 'priority': 8}, {'goal_description': 'Introduce a self‑healing loop that consumes the improvement backlog, prioritizes high‑impact items, and generates PRs/patches autonomously.', 'priority': 7}, {'goal_description': 'Secure configuration handling: generate .env from a vault, enforce least‑privilege API keys, and rotate secrets on a schedule.', 'priority': 7}, {'goal_description': 'Containerize backend and frontend services with Docker Compose, enabling rapid redeployment and isolation for resilience.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of failed primary LLM calls successfully rerouted (target ≥ 98%)', 'input_validation_rejection_rate': 'Ratio of malformed requests blocked (target ≥ 99.5%)', 'model_availability_uptime': 'Combined uptime of all registered providers/models (target ≥ 99.9%)', 'self_healing_cycle_time': 'Average time from backlog item detection to automated PR merge (target ≤ 4\u202fhours)', 'deployment_recovery_time': 'Mean time to restore service after a container crash (target ≤ 30\u202fseconds)', 'security_audit_score': 'Automated secret‑leak scan pass rate (target 100%)'}, 'potential_risks': ['Fallback routing may introduce latency spikes if multiple providers are sequentially tried.', 'Automated model installation could consume excessive bandwidth or storage on constrained hosts.', 'Over‑aggressive input validation might reject legitimate edge‑case queries, reducing utility.', 'Self‑healing scripts could generate malformed patches if the backlog contains contradictory suggestions.', 'Containerization adds surface area for configuration drift and requires proper orchestration tooling.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.7509765625, 'memory_percent': 63.7, 'memory_available_gb': 2.81, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 13, 'self_rss_mb': 880.3, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 22, 'self_uptime_seconds': 67830}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331371 memories, 26 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 423 calls (423 free / 0 paid), 661,230 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,627,962.
- failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 17: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.134 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.134 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.133 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=1048 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Multi‑Provider Orchestration', 'Zero‑Downtime Deployment & Self‑Healing', 'Secure, Typed Input Validation Layer', 'Local Model Cache & On‑Demand Pull', 'Automated Backlog Triage & Prioritization', 'Observability & KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Implement provider fallback manager that auto‑switches to an alternate LLM on failure, preserving request context and response continuity.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator (JSON Schema + Pydantic) for all external API endpoints to block malformed inputs.', 'priority': 9}, {'goal_description': 'Develop a local model manager that installs Ollama, pulls high‑priority models, and serves them via a cache layer when cloud quota is exhausted.', 'priority': 8}, {'goal_description': 'Introduce a rolling‑restart, blue‑green deployment system for backend and frontend services to achieve zero‑downtime updates.', 'priority': 7}, {'goal_description': 'Build an automated backlog triage engine that samples the 83k pending items, scores them by impact & effort, and surfaces the top 100 for human review each sprint.', 'priority': 6}, {'goal_description': 'Deploy centralized observability (metrics, logs, traces) with dashboards for latency, error rates, provider health, and model cache hit‑ratio.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of failed primary LLM calls automatically recovered by fallback (target ≥ 98%)', 'input_validation_error_rate': 'Rejected malformed requests per 1k total requests (target ≤ 0.5)', 'local_model_cache_hit_ratio': 'Ratio of inference requests served from local cache vs remote (target ≥ 70%)', 'zero_downtime_deployments': 'Number of deployments with < 5\u202fs service interruption per month (target ≥ 12)', 'backlog_triage_cycle_time': 'Average days from backlog entry to actionable ticket (target ≤ 7 days)', 'system_error_rate': 'Overall unhandled exception rate (target ≤ 0.1\u202f% of requests)'}, 'potential_risks': ['Fallback loops causing request duplication if provider health checks are inaccurate.', 'Local model storage exhaustion on limited disk environments.', 'Schema over‑validation rejecting legitimate edge‑case inputs.', 'Blue‑green deployment mis‑routing leading to state inconsistency.', 'Automated triage bias toward high‑impact items, neglecting long‑tail improvements.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 45.5, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 0.73583984375, 'memory_percent': 63.9, 'memory_available_gb': 2.8, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 7, 'self_rss_mb': 880.3, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 65992}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_846: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 846, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law-2'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331335 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 440 calls (440 free / 0 paid), 690,094 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,620,496.
- failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 17: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mastermind_prime (backlog_directive_selection): — backlog_idx=1045 priority=9 target=system reason: From improvement backlog - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.134 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.134 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Multi‑Provider Orchestration', 'Zero‑Downtime Deployment & Self‑Healing', 'Secure, Typed Input Validation Layer', 'Local Model Cache & On‑Demand Pull', 'Automated Backlog Triage & Prioritization', 'Observability & KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Implement provider fallback manager that auto‑switches to an alternate LLM on failure, preserving request context and response continuity.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator (JSON Schema + Pydantic) for all external API endpoints to block malformed inputs.', 'priority': 9}, {'goal_description': 'Develop a local model manager that installs Ollama, pulls high‑priority models, and serves them via a cache layer when cloud quota is exhausted.', 'priority': 8}, {'goal_description': 'Introduce a rolling‑restart, blue‑green deployment system for backend and frontend services to achieve zero‑downtime updates.', 'priority': 7}, {'goal_description': 'Build an automated backlog triage engine that samples the 83k pending items, scores them by impact & effort, and surfaces the top 100 for human review each sprint.', 'priority': 6}, {'goal_description': 'Deploy centralized observability (metrics, logs, traces) with dashboards for latency, error rates, provider health, and model cache hit‑ratio.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of failed primary LLM calls automatically recovered by fallback (target ≥ 98%)', 'input_validation_error_rate': 'Rejected malformed requests per 1k total requests (target ≤ 0.5)', 'local_model_cache_hit_ratio': 'Ratio of inference requests served from local cache vs remote (target ≥ 70%)', 'zero_downtime_deployments': 'Number of deployments with < 5\u202fs service interruption per month (target ≥ 12)', 'backlog_triage_cycle_time': 'Average days from backlog entry to actionable ticket (target ≤ 7 days)', 'system_error_rate': 'Overall unhandled exception rate (target ≤ 0.1\u202f% of requests)'}, 'potential_risks': ['Fallback loops causing request duplication if provider health checks are inaccurate.', 'Local model storage exhaustion on limited disk environments.', 'Schema over‑validation rejecting legitimate edge‑case inputs.', 'Blue‑green deployment mis‑routing leading to state inconsistency.', 'Automated triage bias toward high‑impact items, neglecting long‑tail improvements.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 16.0, 'load_1m': 2.13232421875, 'memory_percent': 64.1, 'memory_available_gb': 2.78, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 11, 'self_rss_mb': 868.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 64151}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331295 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 469 calls (469 free / 0 paid), 728,128 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,611,510.
- failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.159 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.147 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1042 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Secure & Validated API Gateway', 'Automated Local Model Deployment (Ollama) & Version Management', 'Self‑Healing Configuration & Dependency Management', 'Observability, Metrics, and KPI Dashboard', 'Incremental Knowledge‑Base Consolidation for Perpetual Learning'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Add comprehensive input validation and schema enforcement for all external API endpoints to prevent malformed requests and injection attacks.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and health‑checking via a new "model_manager" service; include version pinning and rollback capability.', 'priority': 8}, {'goal_description': 'Create a self‑healing configuration subsystem that detects missing .env keys, corrupted mindx_config.json, and automatically restores defaults or prompts the coordinator agent.', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics (request latency, success/failure rates, fallback usage, model load) and expose a Grafana dashboard for continuous KPI monitoring.', 'priority': 6}, {'goal_description': 'Establish a periodic knowledge‑base snapshot and diff process to capture improvement backlog resolutions, ensuring perpetual retention of learned refinements.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM calls successfully recovered via fallback (target ≥ 98%)', 'api_validation_error_rate': 'Rate of rejected malformed requests (target ≤ 0.1% of total traffic)', 'model_deployment_uptime': 'Uptime of local Ollama models (target ≥ 99.9%)', 'configuration_self_heal_time': 'Mean time to detect and auto‑repair config issues (target ≤ 30\u202fseconds)', 'observability_coverage': 'Proportion of system functions emitting metrics (target ≥ 95%)', 'knowledge_retention_rate': 'Ratio of backlog items persisted across version upgrades (target = 100%)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider ranking is not optimized.', 'Automated model pulling could exhaust disk or bandwidth on constrained hosts.', 'Over‑strict input validation might break backward compatibility with existing clients.', 'Self‑healing config actions could overwrite intentional custom settings if not properly scoped.', 'Metric collection overhead may affect performance on low‑resource deployments.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 45.5, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.90673828125, 'memory_percent': 63.4, 'memory_available_gb': 2.84, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 866.5, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 62310}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331262 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 492 calls (492 free / 0 paid), 756,360 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,604,485.
- failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.173 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.159 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.147 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Secure & Validated API Gateway', 'Automated Local Model Deployment (Ollama) & Version Management', 'Self‑Healing Configuration & Dependency Management', 'Observability, Metrics, and KPI Dashboard', 'Incremental Knowledge‑Base Consolidation for Perpetual Learning'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Add comprehensive input validation and schema enforcement for all external API endpoints to prevent malformed requests and injection attacks.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and health‑checking via a new "model_manager" service; include version pinning and rollback capability.', 'priority': 8}, {'goal_description': 'Create a self‑healing configuration subsystem that detects missing .env keys, corrupted mindx_config.json, and automatically restores defaults or prompts the coordinator agent.', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics (request latency, success/failure rates, fallback usage, model load) and expose a Grafana dashboard for continuous KPI monitoring.', 'priority': 6}, {'goal_description': 'Establish a periodic knowledge‑base snapshot and diff process to capture improvement backlog resolutions, ensuring perpetual retention of learned refinements.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM calls successfully recovered via fallback (target ≥ 98%)', 'api_validation_error_rate': 'Rate of rejected malformed requests (target ≤ 0.1% of total traffic)', 'model_deployment_uptime': 'Uptime of local Ollama models (target ≥ 99.9%)', 'configuration_self_heal_time': 'Mean time to detect and auto‑repair config issues (target ≤ 30\u202fseconds)', 'observability_coverage': 'Proportion of system functions emitting metrics (target ≥ 95%)', 'knowledge_retention_rate': 'Ratio of backlog items persisted across version upgrades (target = 100%)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider ranking is not optimized.', 'Automated model pulling could exhaust disk or bandwidth on constrained hosts.', 'Over‑strict input validation might break backward compatibility with existing clients.', 'Self‑healing config actions could overwrite intentional custom settings if not properly scoped.', 'Metric collection overhead may affect performance on low‑resource deployments.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 62.5, 'cpu_iowait': 0.0, 'cpu_steal': 3.0, 'load_1m': 1.18408203125, 'memory_percent': 63.3, 'memory_available_gb': 2.84, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 866.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 58471}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331253 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 495 calls (495 free / 0 paid), 759,954 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,600,312.
- completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.183 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.171 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.173 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=1039 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T22:24:41.321695 — 211.0s, last_quarter, 19 recommendations
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & health‑monitoring layer', 'Zero‑trust input validation & schema enforcement', 'Self‑hosting bootstrap for local inference (Ollama) with automated model lifecycle', 'Dynamic configuration & secret management (env, vault sync)', 'Observability stack (metrics, logs, health alerts) for continuous self‑assessment', 'Automated backlog triage & priority re‑ranking engine', 'Modular plug‑in architecture for future model providers'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback manager that auto‑switches to secondary LLMs on latency, error, or quota events', 'priority': 10}, {'goal_description': 'Add comprehensive JSON‑schema based input validation for all external API endpoints', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer that pulls and caches the top‑ranked models (gpt‑oss:120b‑cloud, Llama‑3‑70b‑chat, Claude‑3‑opus) based on usage analytics', 'priority': 8}, {'goal_description': 'Integrate a secret‑sync daemon that mirrors .env values to a secure vault and rotates keys without downtime', 'priority': 7}, {'goal_description': 'Deploy Prometheus‑Grafana stack with custom MindX metrics (request success rate, fallback count, model latency, backlog aging)', 'priority': 6}, {'goal_description': 'Build an autonomous backlog processor that re‑prioritizes items using reinforcement‑learning based utility scoring', 'priority': 5}, {'goal_description': 'Refactor core services into plug‑in modules to allow hot‑swap of providers, models, and UI components', 'priority': 4}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests automatically rerouted without user impact (target ≥ 99.5%)', 'input_validation_error_rate': 'Invalid request rejections per 10k calls (target ≤ 0.2%)', 'local_model_uptime': 'Ollama service availability (target ≥ 99.9%)', 'mean_request_latency': 'Average end‑to‑end latency across providers (target ≤ 300\u202fms)', 'backlog_turnover_time': 'Average days from item creation to resolution (target ≤ 7\u202fdays)', 'observability_coverage': 'Percentage of services emitting metrics/logs (target 100%)'}, 'potential_risks': ['Cascade failures if fallback logic loops or selects an unhealthy provider', 'Resource exhaustion on local hardware when pulling large models', 'Secret sync misconfiguration leading to credential leakage', 'Over‑automation of backlog triage causing loss of critical human insight', 'Compatibility breakage when hot‑swapping plug‑ins without version pinning'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 62.5, 'cpu_iowait': 0.0, 'cpu_steal': 3.0, 'load_1m': 1.18408203125, 'memory_percent': 63.3, 'memory_available_gb': 2.84, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 866.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 58471}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331219 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 517 calls (517 free / 0 paid), 789,443 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,593,314.
- failed (mindx_meta_agent, autonomous_loop): Cycle 15 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 15: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.183 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.171 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.173 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & health‑monitoring layer', 'Zero‑trust input validation & schema enforcement', 'Self‑hosting bootstrap for local inference (Ollama) with automated model lifecycle', 'Dynamic configuration & secret management (env, vault sync)', 'Observability stack (metrics, logs, health alerts) for continuous self‑assessment', 'Automated backlog triage & priority re‑ranking engine', 'Modular plug‑in architecture for future model providers'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback manager that auto‑switches to secondary LLMs on latency, error, or quota events', 'priority': 10}, {'goal_description': 'Add comprehensive JSON‑schema based input validation for all external API endpoints', 'priority': 9}, {'goal_description': 'Create an automated Ollama installer that pulls and caches the top‑ranked models (gpt‑oss:120b‑cloud, Llama‑3‑70b‑chat, Claude‑3‑opus) based on usage analytics', 'priority': 8}, {'goal_description': 'Integrate a secret‑sync daemon that mirrors .env values to a secure vault and rotates keys without downtime', 'priority': 7}, {'goal_description': 'Deploy Prometheus‑Grafana stack with custom MindX metrics (request success rate, fallback count, model latency, backlog aging)', 'priority': 6}, {'goal_description': 'Build an autonomous backlog processor that re‑prioritizes items using reinforcement‑learning based utility scoring', 'priority': 5}, {'goal_description': 'Refactor core services into plug‑in modules to allow hot‑swap of providers, models, and UI components', 'priority': 4}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests automatically rerouted without user impact (target ≥ 99.5%)', 'input_validation_error_rate': 'Invalid request rejections per 10k calls (target ≤ 0.2%)', 'local_model_uptime': 'Ollama service availability (target ≥ 99.9%)', 'mean_request_latency': 'Average end‑to‑end latency across providers (target ≤ 300\u202fms)', 'backlog_turnover_time': 'Average days from item creation to resolution (target ≤ 7\u202fdays)', 'observability_coverage': 'Percentage of services emitting metrics/logs (target 100%)'}, 'potential_risks': ['Cascade failures if fallback logic loops or selects an unhealthy provider', 'Resource exhaustion on local hardware when pulling large models', 'Secret sync misconfiguration leading to credential leakage', 'Over‑automation of backlog triage causing loss of critical human insight', 'Compatibility breakage when hot‑swapping plug‑ins without version pinning'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 45.5, 'cpu_iowait': 1.0, 'cpu_steal': 0.0, 'load_1m': 1.146484375, 'memory_percent': 53.9, 'memory_available_gb': 3.58, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 7, 'self_rss_mb': 864.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 52805}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331208 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 537 calls (537 free / 0 paid), 829,513 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,589,146.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.208 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.196 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1033 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=1036 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & health‑monitoring layer', 'Zero‑trust input validation & schema enforcement', 'Self‑bootstrapping local inference stack (Ollama + model cache)', 'Dynamic model selection engine for cost‑performance optimization', 'Automated backlog triage & continuous improvement pipeline', 'Observability, telemetry, and self‑healing orchestration'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback manager that auto‑switches to an alternate LLM when the primary fails or exceeds latency thresholds.', 'priority': 10}, {'goal_description': 'Deploy a comprehensive JSON‑schema based request validator for all internal and external API endpoints.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and versioned local model cache with health checks.', 'priority': 9}, {'goal_description': 'Create a dynamic model selector that evaluates cost, latency, and capability metrics to choose the optimal model per task.', 'priority': 8}, {'goal_description': 'Build an autonomous backlog processor that classifies, de‑duplicates, and schedules improvement items into sprint‑like cycles.', 'priority': 7}, {'goal_description': 'Integrate structured telemetry (Prometheus + Grafana) and self‑healing scripts that restart or re‑configure services on anomaly detection.', 'priority': 8}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of failed primary LLM calls automatically recovered by fallback (target ≥ 99.5%)', 'validation_error_rate': 'ratio of rejected malformed requests (target ≤ 0.1%)', 'local_model_uptime': 'hours per month Ollama inference is available (target ≥ 720h/month)', 'cost_per_task': 'average USD spent per inference, weighted by model capability (target ≤ 0.02 USD)', 'backlog_cycle_time': 'average days from backlog entry to deployment (target ≤ 3 days)', 'system_anomaly_recovery_time': 'mean time to detect and remediate service anomalies (target ≤ 2 minutes)'}, 'potential_risks': ['Fallback logic may introduce latency spikes if provider health checks are too aggressive.', 'Local model cache could exhaust disk space without proper eviction policies.', 'Automated input validation might reject legitimate edge‑case payloads, reducing functionality.', 'Dynamic model selection could favor cheaper models at the expense of task quality if metrics are mis‑weighted.', 'Increased telemetry volume may impact performance or raise privacy concerns if not scoped correctly.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 45.5, 'cpu_iowait': 1.0, 'cpu_steal': 0.0, 'load_1m': 1.146484375, 'memory_percent': 53.9, 'memory_available_gb': 3.58, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 7, 'self_rss_mb': 864.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 52805}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331205 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 559 calls (559 free / 0 paid), 855,223 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,582,137.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.208 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.196 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1033 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & health‑monitoring layer', 'Zero‑trust input validation & schema enforcement', 'Self‑bootstrapping local inference stack (Ollama + model cache)', 'Dynamic model selection engine for cost‑performance optimization', 'Automated backlog triage & continuous improvement pipeline', 'Observability, telemetry, and self‑healing orchestration'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback manager that auto‑switches to an alternate LLM when the primary fails or exceeds latency thresholds.', 'priority': 10}, {'goal_description': 'Deploy a comprehensive JSON‑schema based request validator for all internal and external API endpoints.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and versioned local model cache with health checks.', 'priority': 9}, {'goal_description': 'Create a dynamic model selector that evaluates cost, latency, and capability metrics to choose the optimal model per task.', 'priority': 8}, {'goal_description': 'Build an autonomous backlog processor that classifies, de‑duplicates, and schedules improvement items into sprint‑like cycles.', 'priority': 7}, {'goal_description': 'Integrate structured telemetry (Prometheus + Grafana) and self‑healing scripts that restart or re‑configure services on anomaly detection.', 'priority': 8}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of failed primary LLM calls automatically recovered by fallback (target ≥ 99.5%)', 'validation_error_rate': 'ratio of rejected malformed requests (target ≤ 0.1%)', 'local_model_uptime': 'hours per month Ollama inference is available (target ≥ 720h/month)', 'cost_per_task': 'average USD spent per inference, weighted by model capability (target ≤ 0.02 USD)', 'backlog_cycle_time': 'average days from backlog entry to deployment (target ≤ 3 days)', 'system_anomaly_recovery_time': 'mean time to detect and remediate service anomalies (target ≤ 2 minutes)'}, 'potential_risks': ['Fallback logic may introduce latency spikes if provider health checks are too aggressive.', 'Local model cache could exhaust disk space without proper eviction policies.', 'Automated input validation might reject legitimate edge‑case payloads, reducing functionality.', 'Dynamic model selection could favor cheaper models at the expense of task quality if metrics are mis‑weighted.', 'Increased telemetry volume may impact performance or raise privacy concerns if not scoped correctly.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 45.5, 'cpu_iowait': 1.0, 'cpu_steal': 0.0, 'load_1m': 1.146484375, 'memory_percent': 53.9, 'memory_available_gb': 3.58, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 7, 'self_rss_mb': 864.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 52805}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331171 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 570 calls (570 free / 0 paid), 867,062 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,575,127.
- pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests
- mastermind_prime (backlog_directive_selection): — backlog_idx=1030 priority=9 target=system reason: From improvement backlog - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.226 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.208 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.196 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & health‑monitoring layer', 'Zero‑trust input validation & schema enforcement', 'Self‑bootstrapping local inference stack (Ollama + model cache)', 'Dynamic model selection engine for cost‑performance optimization', 'Automated backlog triage & continuous improvement pipeline', 'Observability, telemetry, and self‑healing orchestration'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback manager that auto‑switches to an alternate LLM when the primary fails or exceeds latency thresholds.', 'priority': 10}, {'goal_description': 'Deploy a comprehensive JSON‑schema based request validator for all internal and external API endpoints.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and versioned local model cache with health checks.', 'priority': 9}, {'goal_description': 'Create a dynamic model selector that evaluates cost, latency, and capability metrics to choose the optimal model per task.', 'priority': 8}, {'goal_description': 'Build an autonomous backlog processor that classifies, de‑duplicates, and schedules improvement items into sprint‑like cycles.', 'priority': 7}, {'goal_description': 'Integrate structured telemetry (Prometheus + Grafana) and self‑healing scripts that restart or re‑configure services on anomaly detection.', 'priority': 8}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of failed primary LLM calls automatically recovered by fallback (target ≥ 99.5%)', 'validation_error_rate': 'ratio of rejected malformed requests (target ≤ 0.1%)', 'local_model_uptime': 'hours per month Ollama inference is available (target ≥ 720h/month)', 'cost_per_task': 'average USD spent per inference, weighted by model capability (target ≤ 0.02 USD)', 'backlog_cycle_time': 'average days from backlog entry to deployment (target ≤ 3 days)', 'system_anomaly_recovery_time': 'mean time to detect and remediate service anomalies (target ≤ 2 minutes)'}, 'potential_risks': ['Fallback logic may introduce latency spikes if provider health checks are too aggressive.', 'Local model cache could exhaust disk space without proper eviction policies.', 'Automated input validation might reject legitimate edge‑case payloads, reducing functionality.', 'Dynamic model selection could favor cheaper models at the expense of task quality if metrics are mis‑weighted.', 'Increased telemetry volume may impact performance or raise privacy concerns if not scoped correctly.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 58.3, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 0.78955078125, 'memory_percent': 63.7, 'memory_available_gb': 2.82, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 864.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 50967}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331132 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 584 calls (584 free / 0 paid), 881,605 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,564,372.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.232 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.220 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1027 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Secure, schema‑driven API input validation', 'Local inference capability via Ollama for offline continuity', 'Automated dependency & environment self‑healing', 'Observability stack (metrics, logs, health checks) for long‑term monitoring', 'Incremental backlog processing pipeline to prevent backlog explosion'], 'bdi_todo_list': [{'goal_description': 'Implement a provider manager that selects primary LLM, monitors health, and transparently fails over to secondary providers (ollama, grok, openai, anthropic, etc.)', 'priority': 10}, {'goal_description': 'Add comprehensive JSON‑schema validation layer for all external API requests, rejecting malformed inputs before they reach core logic', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version verification as part of the startup routine', 'priority': 8}, {'goal_description': 'Create a self‑repair script that detects missing virtual‑env, broken dependencies, or corrupted config files and restores them without human intervention', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics and structured logging (JSON) for uptime, request latency, fallback events, and validation failures', 'priority': 6}, {'goal_description': 'Design a backlog throttler that processes improvement items in bounded batches, archives completed items, and surfaces high‑priority suggestions to the coordinator agent', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after primary provider failure (target ≥ 99%)', 'validation_error_rate': 'Ratio of rejected malformed API calls (target ≤ 0.1%)', 'local_inference_uptime': 'Hours per month where Ollama models are available (target ≥ 720h/month)', 'self_heal_mean_time_to_recovery': 'Average minutes to auto‑repair environment issues (target ≤ 5 min)', 'metrics_coverage': 'Proportion of core functions emitting Prometheus metrics (target ≥ 95%)', 'backlog_processing_latency': 'Average time from backlog entry creation to resolution (target ≤ 48\u202fh for priority ≥8 items)'}, 'potential_risks': ['Fallback loops or provider thrashing if health checks are mis‑configured', 'Schema over‑validation causing false positives and blocking legitimate requests', 'Resource exhaustion on the host when pulling large Ollama models without quota management', 'Self‑repair scripts unintentionally overwriting custom configurations', 'Metric overload leading to storage bloat or performance degradation', 'Batch processing of backlog may delay low‑priority but critical improvements'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 58.3, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 1.078125, 'memory_percent': 63.5, 'memory_available_gb': 2.83, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 11, 'self_rss_mb': 864.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 49125}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331099 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 609 calls (609 free / 0 paid), 915,805 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,557,417.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.252 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.232 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.220 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Secure, schema‑driven API input validation', 'Local inference capability via Ollama for offline continuity', 'Automated dependency & environment self‑healing', 'Observability stack (metrics, logs, health checks) for long‑term monitoring', 'Incremental backlog processing pipeline to prevent backlog explosion'], 'bdi_todo_list': [{'goal_description': 'Implement a provider manager that selects primary LLM, monitors health, and transparently fails over to secondary providers (ollama, grok, openai, anthropic, etc.)', 'priority': 10}, {'goal_description': 'Add comprehensive JSON‑schema validation layer for all external API requests, rejecting malformed inputs before they reach core logic', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version verification as part of the startup routine', 'priority': 8}, {'goal_description': 'Create a self‑repair script that detects missing virtual‑env, broken dependencies, or corrupted config files and restores them without human intervention', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics and structured logging (JSON) for uptime, request latency, fallback events, and validation failures', 'priority': 6}, {'goal_description': 'Design a backlog throttler that processes improvement items in bounded batches, archives completed items, and surfaces high‑priority suggestions to the coordinator agent', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after primary provider failure (target ≥ 99%)', 'validation_error_rate': 'Ratio of rejected malformed API calls (target ≤ 0.1%)', 'local_inference_uptime': 'Hours per month where Ollama models are available (target ≥ 720h/month)', 'self_heal_mean_time_to_recovery': 'Average minutes to auto‑repair environment issues (target ≤ 5 min)', 'metrics_coverage': 'Proportion of core functions emitting Prometheus metrics (target ≥ 95%)', 'backlog_processing_latency': 'Average time from backlog entry creation to resolution (target ≤ 48\u202fh for priority ≥8 items)'}, 'potential_risks': ['Fallback loops or provider thrashing if health checks are mis‑configured', 'Schema over‑validation causing false positives and blocking legitimate requests', 'Resource exhaustion on the host when pulling large Ollama models without quota management', 'Self‑repair scripts unintentionally overwriting custom configurations', 'Metric overload leading to storage bloat or performance degradation', 'Batch processing of backlog may delay low‑priority but critical improvements'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.95654296875, 'memory_percent': 63.6, 'memory_available_gb': 2.83, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 864.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 47286}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331059 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 636 calls (636 free / 0 paid), 947,493 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,547,018.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.244 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.244 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1021 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Multi‑Provider Orchestration', 'Secure & Validated API Surface', 'Local Inference Enablement', 'Automated Self‑Healing & Rollback', 'Observability & KPI Dashboard', 'Incremental Knowledge Base Expansion'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked list of available providers.', 'priority': 10}, {'goal_description': 'Add comprehensive input validation and schema enforcement for all external API endpoints (REST, WebSocket, CLI).', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and health‑checking within the setup_virtual_environment_and_mindx_deps workflow.', 'priority': 8}, {'goal_description': 'Create a self‑healing supervisor that monitors service health, triggers automatic rollbacks to the last stable snapshot, and logs divergence metrics.', 'priority': 8}, {'goal_description': 'Deploy a unified observability stack (Prometheus + Grafana) exposing KPIs: request latency, error rate, provider success ratio, model load, and resource utilization.', 'priority': 7}, {'goal_description': 'Introduce a versioned knowledge‑base sync mechanism that periodically ingests vetted improvements from the backlog without human intervention.', 'priority': 6}], 'key_performance_indicators': {'mean_request_latency_ms': '<= 150', 'error_rate_percent': '<= 0.5', 'fallback_success_ratio': '>= 95', 'automated_recovery_time_seconds': '<= 30', 'model_uptime_percent': '>= 99.9', 'backlog_ingest_rate_items_per_day': '>= 500'}, 'potential_risks': ['Provider API quota exhaustion causing cascade failures before fallback activates.', 'Inconsistent model output formats leading to validation false positives.', 'Local Ollama resource contention on limited hardware.', 'Automated rollback applying incompatible configuration snapshots.', 'Observability stack overhead impacting overall system throughput.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.53466796875, 'memory_percent': 64.1, 'memory_available_gb': 2.78, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 11, 'self_rss_mb': 864.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 45448}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 331026 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 650 calls (650 free / 0 paid), 961,488 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,539,958.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.265 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.244 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.244 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Multi‑Provider Orchestration', 'Secure & Validated API Surface', 'Local Inference Enablement', 'Automated Self‑Healing & Rollback', 'Observability & KPI Dashboard', 'Incremental Knowledge Base Expansion'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked list of available providers.', 'priority': 10}, {'goal_description': 'Add comprehensive input validation and schema enforcement for all external API endpoints (REST, WebSocket, CLI).', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and health‑checking within the setup_virtual_environment_and_mindx_deps workflow.', 'priority': 8}, {'goal_description': 'Create a self‑healing supervisor that monitors service health, triggers automatic rollbacks to the last stable snapshot, and logs divergence metrics.', 'priority': 8}, {'goal_description': 'Deploy a unified observability stack (Prometheus + Grafana) exposing KPIs: request latency, error rate, provider success ratio, model load, and resource utilization.', 'priority': 7}, {'goal_description': 'Introduce a versioned knowledge‑base sync mechanism that periodically ingests vetted improvements from the backlog without human intervention.', 'priority': 6}], 'key_performance_indicators': {'mean_request_latency_ms': '<= 150', 'error_rate_percent': '<= 0.5', 'fallback_success_ratio': '>= 95', 'automated_recovery_time_seconds': '<= 30', 'model_uptime_percent': '>= 99.9', 'backlog_ingest_rate_items_per_day': '>= 500'}, 'potential_risks': ['Provider API quota exhaustion causing cascade failures before fallback activates.', 'Inconsistent model output formats leading to validation false positives.', 'Local Ollama resource contention on limited hardware.', 'Automated rollback applying incompatible configuration snapshots.', 'Observability stack overhead impacting overall system throughput.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 40.0, 'cpu_iowait': 1.0, 'cpu_steal': 0.0, 'load_1m': 0.95849609375, 'memory_percent': 63.5, 'memory_available_gb': 2.83, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 864.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 43608}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330987 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 657 calls (657 free / 0 paid), 976,165 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,530,542.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 10: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.269 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.257 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1015 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Redundancy and Autonomous Governance', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust multi‑provider fallback orchestration', 'Zero‑trust input validation & sanitization layer', 'Self‑healing deployment pipeline (auto‑install Ollama, pull models, verify integrity)', 'Dynamic model selection engine (cost, latency, capability awareness)', 'Meta‑governance loop: automated backlog triage & priority re‑ranking', 'Observability & KPI telemetry for long‑term health monitoring'], 'bdi_todo_list': [{'goal_description': 'Implement provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked provider list.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator that rejects malformed or unsafe API payloads before they reach any LLM.', 'priority': 9}, {'goal_description': 'Develop an automated setup routine that detects missing Ollama installation, installs it, pulls required models, and verifies checksums.', 'priority': 8}, {'goal_description': 'Build a cost‑latency‑capability model selector that chooses the optimal LLM per request based on configurable policies.', 'priority': 7}, {'goal_description': 'Introduce a backlog‑processing daemon that re‑evaluates pending improvement items, updates priorities, and auto‑generates implementation tickets.', 'priority': 6}, {'goal_description': 'Integrate structured observability (metrics, logs, traces) with alerts for provider failures, validation breaches, and model drift.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM calls recovered via fallback (target ≥ 99.5%)', 'validation_error_rate': 'Rejected malformed requests per 10k total (target ≤ 0.1)', 'model_deployment_latency': "Time from 'install request' to model ready state (target ≤ 2 minutes)", 'cost_per_token_variance': 'Deviation from policy‑defined cost envelope (target ≤ 5%)', 'backlog_turnover_time': 'Average days from item creation to implementation (target ≤ 7 days)', 'system_uptime': 'Overall MindX service availability (target ≥ 99.9%)'}, 'potential_risks': ['Provider API rate limits or outages causing cascade failures before fallback logic stabilizes.', 'Over‑aggressive input validation breaking legitimate complex queries.', 'Automated Ollama installation failing on restricted host environments, leading to partial deployments.', 'Dynamic model selector mis‑optimizing for cost at the expense of required capability, degrading output quality.', 'Backlog automation generating low‑value tickets, increasing noise for human overseers.', 'Telemetry overload impacting performance if not rate‑limited.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 55.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.76318359375, 'memory_percent': 63.7, 'memory_available_gb': 2.82, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 864.3, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 41728}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330954 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 678 calls (678 free / 0 paid), 1,010,980 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,523,526.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 10: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.292 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.269 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.257 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Redundancy and Autonomous Governance', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust multi‑provider fallback orchestration', 'Zero‑trust input validation & sanitization layer', 'Self‑healing deployment pipeline (auto‑install Ollama, pull models, verify integrity)', 'Dynamic model selection engine (cost, latency, capability awareness)', 'Meta‑governance loop: automated backlog triage & priority re‑ranking', 'Observability & KPI telemetry for long‑term health monitoring'], 'bdi_todo_list': [{'goal_description': 'Implement provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked provider list.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator that rejects malformed or unsafe API payloads before they reach any LLM.', 'priority': 9}, {'goal_description': 'Develop an automated setup routine that detects missing Ollama installation, installs it, pulls required models, and verifies checksums.', 'priority': 8}, {'goal_description': 'Build a cost‑latency‑capability model selector that chooses the optimal LLM per request based on configurable policies.', 'priority': 7}, {'goal_description': 'Introduce a backlog‑processing daemon that re‑evaluates pending improvement items, updates priorities, and auto‑generates implementation tickets.', 'priority': 6}, {'goal_description': 'Integrate structured observability (metrics, logs, traces) with alerts for provider failures, validation breaches, and model drift.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM calls recovered via fallback (target ≥ 99.5%)', 'validation_error_rate': 'Rejected malformed requests per 10k total (target ≤ 0.1)', 'model_deployment_latency': "Time from 'install request' to model ready state (target ≤ 2 minutes)", 'cost_per_token_variance': 'Deviation from policy‑defined cost envelope (target ≤ 5%)', 'backlog_turnover_time': 'Average days from item creation to implementation (target ≤ 7 days)', 'system_uptime': 'Overall MindX service availability (target ≥ 99.9%)'}, 'potential_risks': ['Provider API rate limits or outages causing cascade failures before fallback logic stabilizes.', 'Over‑aggressive input validation breaking legitimate complex queries.', 'Automated Ollama installation failing on restricted host environments, leading to partial deployments.', 'Dynamic model selector mis‑optimizing for cost at the expense of required capability, degrading output quality.', 'Backlog automation generating low‑value tickets, increasing noise for human overseers.', 'Telemetry overload impacting performance if not rate‑limited.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 57.1, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.576171875, 'memory_percent': 63.7, 'memory_available_gb': 2.81, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 11, 'self_rss_mb': 863.8, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 39888}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330914 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 678 calls (678 free / 0 paid), 1,004,296 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,512,999.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 10: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.281 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.281 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1009 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Redundancy & Autonomous Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust multi‑provider orchestration with automatic fallback and health‑checking', 'Zero‑trust input validation and sanitization layer for all external API calls', 'Self‑hosting capability: automated Ollama installation, model pulling, and version management', 'Continuous improvement pipeline: auto‑prioritise backlog items, execute safe refactors, and verify via regression tests', 'Observability & telemetry: unified logging, metrics, and anomaly detection{}', 'Security hardening: secrets vault integration, least‑privilege runtime, and sandboxed execution'], 'bdi_todo_list': [{'goal_description': 'Implement provider manager service that monitors LLM health, selects optimal provider, and transparently retries with fallback models', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator that enforces type, length, and content policies for every inbound API payload', 'priority': 9}, {'goal_description': 'Develop automated Ollama bootstrap script that installs Ollama, pulls the top‑3 prioritized models, and registers them in the provider registry', 'priority': 8}, {'goal_description': 'Build a backlog‑driven self‑improvement engine that extracts high‑priority items, runs them in isolated test containers, and merges successful changes', 'priority': 7}, {'goal_description': 'Integrate Prometheus + Grafana dashboards for latency, error rates, provider uptime, and model usage metrics', 'priority': 6}, {'goal_description': 'Migrate API keys and secrets to a vault (e.g., HashiCorp Vault or Azure Key Vault) and enforce runtime retrieval only', 'priority': 5}], 'key_performance_indicators': {'provider_success_rate': 'Percentage of requests completed without fallback (target ≥ 98%)', 'fallback_latency_penalty': 'Mean additional latency when fallback occurs (target ≤ 150\u202fms)', 'input_validation_pass_rate': 'Requests rejected due to malformed input (target ≤ 0.1%)', 'self‑improvement throughput': 'Number of backlog items auto‑applied per week (target ≥ 20)', 'system uptime': 'Overall service availability (target ≥ 99.9%)', 'model freshness': 'Days since latest model pull (target ≤ 7 days)'}, 'potential_risks': ['Fallback loops or provider thrashing causing cascading latency spikes', 'Over‑aggressive input validation breaking legitimate use‑cases', 'Automated model pulling exhausting disk or bandwidth resources', 'Self‑modifying code introducing regressions if test coverage is insufficient', 'Secrets vault misconfiguration leading to credential leakage', 'Complex orchestration increasing operational overhead and debugging difficulty'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.14501953125, 'memory_percent': 63.5, 'memory_available_gb': 2.83, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 863.8, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 38042}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330881 memories, 25 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 705 calls (705 free / 0 paid), 1,045,000 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,506,038.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 10: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mastermind_prime (backlog_directive_selection): — backlog_idx=1006 priority=9 target=system reason: From improvement backlog - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.281 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.281 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Redundancy & Autonomous Self‑Healing', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust multi‑provider orchestration with automatic fallback and health‑checking', 'Zero‑trust input validation and sanitization layer for all external API calls', 'Self‑hosting capability: automated Ollama installation, model pulling, and version management', 'Continuous improvement pipeline: auto‑prioritise backlog items, execute safe refactors, and verify via regression tests', 'Observability & telemetry: unified logging, metrics, and anomaly detection{}', 'Security hardening: secrets vault integration, least‑privilege runtime, and sandboxed execution'], 'bdi_todo_list': [{'goal_description': 'Implement provider manager service that monitors LLM health, selects optimal provider, and transparently retries with fallback models', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator that enforces type, length, and content policies for every inbound API payload', 'priority': 9}, {'goal_description': 'Develop automated Ollama bootstrap script that installs Ollama, pulls the top‑3 prioritized models, and registers them in the provider registry', 'priority': 8}, {'goal_description': 'Build a backlog‑driven self‑improvement engine that extracts high‑priority items, runs them in isolated test containers, and merges successful changes', 'priority': 7}, {'goal_description': 'Integrate Prometheus + Grafana dashboards for latency, error rates, provider uptime, and model usage metrics', 'priority': 6}, {'goal_description': 'Migrate API keys and secrets to a vault (e.g., HashiCorp Vault or Azure Key Vault) and enforce runtime retrieval only', 'priority': 5}], 'key_performance_indicators': {'provider_success_rate': 'Percentage of requests completed without fallback (target ≥ 98%)', 'fallback_latency_penalty': 'Mean additional latency when fallback occurs (target ≤ 150\u202fms)', 'input_validation_pass_rate': 'Requests rejected due to malformed input (target ≤ 0.1%)', 'self‑improvement throughput': 'Number of backlog items auto‑applied per week (target ≥ 20)', 'system uptime': 'Overall service availability (target ≥ 99.9%)', 'model freshness': 'Days since latest model pull (target ≤ 7 days)'}, 'potential_risks': ['Fallback loops or provider thrashing causing cascading latency spikes', 'Over‑aggressive input validation breaking legitimate use‑cases', 'Automated model pulling exhausting disk or bandwidth resources', 'Self‑modifying code introducing regressions if test coverage is insufficient', 'Secrets vault misconfiguration leading to credential leakage', 'Complex orchestration increasing operational overhead and debugging difficulty'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.6015625, 'memory_percent': 64.1, 'memory_available_gb': 2.79, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 14, 'self_rss_mb': 844.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 23, 'self_uptime_seconds': 36203}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- milestone:publication:post_838: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — wordpress.agent, and why distribution is a scaling law (https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 838, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law/', 'title': 'mindX as a protocol — wordpress.agent, and why distribution is a scaling law', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-wordpress-agent-and-why-distribution-is-a-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330841 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 712 calls (712 free / 0 paid), 1,053,313 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,496,814.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.306 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.293 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1003 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Self‑Hosted Inference Capability (Ollama) with Automated Model Management', 'Dynamic Configuration & Secrets Vault Integration', 'Continuous Improvement Loop Automation', 'Observability, Telemetry, and KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Create a comprehensive input validation framework for all external API endpoints, including schema enforcement, rate limiting, and content safety checks.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, local model pulling, and health‑checking; expose a local inference service that can be used when remote providers are unavailable or cost‑prohibitive.', 'priority': 9}, {'goal_description': 'Integrate a secrets manager (e.g., HashiCorp Vault or env‑file encryption) and dynamic configuration loader to keep API keys and runtime settings secure and mutable without redeploy.', 'priority': 8}, {'goal_description': 'Build an autonomous backlog processor that periodically extracts high‑priority items from the 83k‑item improvement backlog, validates them, and generates PRs or runtime patches.', 'priority': 7}, {'goal_description': 'Instrument the system with structured logging, metrics (latency, error rates, fallback frequency), and a lightweight Grafana/Prometheus dashboard for real‑time health monitoring.', 'priority': 7}, {'goal_description': 'Establish a versioned snapshot and rollback mechanism for the entire MindX codebase and configuration to guarantee perpetual operability after any change.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of LLM calls successfully rerouted after primary failure (target ≥ 98%)', 'input_validation_error_rate': 'invalid request rejections per 10k requests (target ≤ 2)', 'local_inference_uptime': 'hours per month the Ollama service is healthy (target ≥ 720 hrs/month)', 'backlog_processing_latency': 'average time from backlog item creation to automated PR generation (target ≤ 24h)', 'mean_time_to_recover (MTTR)': 'time to restore full service after a failure (target ≤ 5 minutes)', 'security_incident_count': 'number of secrets leakage or auth bypass events (target = 0)', 'observability_coverage': 'percentage of core functions emitting structured logs/metrics (target ≥ 95%)'}, 'potential_risks': ['Provider quota exhaustion or rate‑limit throttling causing cascade failures before fallback engages.', 'Local model download size and hardware constraints leading to OOM or disk saturation.', 'Misconfiguration of secrets vault resulting in credential exposure or service downtime.', 'Automated backlog processing generating low‑quality patches that degrade system stability.', 'Complexity of fallback orchestration introducing latency spikes under heavy load.', 'Insufficient testing of input validation rules causing false positives and breaking legitimate integrations.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.03759765625, 'memory_percent': 63.3, 'memory_available_gb': 2.85, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 845.3, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 34319}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330808 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 729 calls (729 free / 0 paid), 1,071,632 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,489,837.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.333 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.306 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.293 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Self‑Hosted Inference Capability (Ollama) with Automated Model Management', 'Dynamic Configuration & Secrets Vault Integration', 'Continuous Improvement Loop Automation', 'Observability, Telemetry, and KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Create a comprehensive input validation framework for all external API endpoints, including schema enforcement, rate limiting, and content safety checks.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, local model pulling, and health‑checking; expose a local inference service that can be used when remote providers are unavailable or cost‑prohibitive.', 'priority': 9}, {'goal_description': 'Integrate a secrets manager (e.g., HashiCorp Vault or env‑file encryption) and dynamic configuration loader to keep API keys and runtime settings secure and mutable without redeploy.', 'priority': 8}, {'goal_description': 'Build an autonomous backlog processor that periodically extracts high‑priority items from the 83k‑item improvement backlog, validates them, and generates PRs or runtime patches.', 'priority': 7}, {'goal_description': 'Instrument the system with structured logging, metrics (latency, error rates, fallback frequency), and a lightweight Grafana/Prometheus dashboard for real‑time health monitoring.', 'priority': 7}, {'goal_description': 'Establish a versioned snapshot and rollback mechanism for the entire MindX codebase and configuration to guarantee perpetual operability after any change.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of LLM calls successfully rerouted after primary failure (target ≥ 98%)', 'input_validation_error_rate': 'invalid request rejections per 10k requests (target ≤ 2)', 'local_inference_uptime': 'hours per month the Ollama service is healthy (target ≥ 720 hrs/month)', 'backlog_processing_latency': 'average time from backlog item creation to automated PR generation (target ≤ 24h)', 'mean_time_to_recover (MTTR)': 'time to restore full service after a failure (target ≤ 5 minutes)', 'security_incident_count': 'number of secrets leakage or auth bypass events (target = 0)', 'observability_coverage': 'percentage of core functions emitting structured logs/metrics (target ≥ 95%)'}, 'potential_risks': ['Provider quota exhaustion or rate‑limit throttling causing cascade failures before fallback engages.', 'Local model download size and hardware constraints leading to OOM or disk saturation.', 'Misconfiguration of secrets vault resulting in credential exposure or service downtime.', 'Automated backlog processing generating low‑quality patches that degrade system stability.', 'Complexity of fallback orchestration introducing latency spikes under heavy load.', 'Insufficient testing of input validation rules causing false positives and breaking legitimate integrations.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 44.4, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.78369140625, 'memory_percent': 62.7, 'memory_available_gb': 2.9, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 781.0, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 30467}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330805 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 753 calls (753 free / 0 paid), 1,104,742 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,489,837.
- pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.345 top3=[openai/gpt-oss- - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.333 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.306 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.293 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Self‑Hosted Inference Capability (Ollama) with Automated Model Management', 'Dynamic Configuration & Secrets Vault Integration', 'Continuous Improvement Loop Automation', 'Observability, Telemetry, and KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across the ranked list of available providers and models.', 'priority': 10}, {'goal_description': 'Create a comprehensive input validation framework for all external API endpoints, including schema enforcement, rate limiting, and content safety checks.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, local model pulling, and health‑checking; expose a local inference service that can be used when remote providers are unavailable or cost‑prohibitive.', 'priority': 9}, {'goal_description': 'Integrate a secrets manager (e.g., HashiCorp Vault or env‑file encryption) and dynamic configuration loader to keep API keys and runtime settings secure and mutable without redeploy.', 'priority': 8}, {'goal_description': 'Build an autonomous backlog processor that periodically extracts high‑priority items from the 83k‑item improvement backlog, validates them, and generates PRs or runtime patches.', 'priority': 7}, {'goal_description': 'Instrument the system with structured logging, metrics (latency, error rates, fallback frequency), and a lightweight Grafana/Prometheus dashboard for real‑time health monitoring.', 'priority': 7}, {'goal_description': 'Establish a versioned snapshot and rollback mechanism for the entire MindX codebase and configuration to guarantee perpetual operability after any change.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of LLM calls successfully rerouted after primary failure (target ≥ 98%)', 'input_validation_error_rate': 'invalid request rejections per 10k requests (target ≤ 2)', 'local_inference_uptime': 'hours per month the Ollama service is healthy (target ≥ 720 hrs/month)', 'backlog_processing_latency': 'average time from backlog item creation to automated PR generation (target ≤ 24h)', 'mean_time_to_recover (MTTR)': 'time to restore full service after a failure (target ≤ 5 minutes)', 'security_incident_count': 'number of secrets leakage or auth bypass events (target = 0)', 'observability_coverage': 'percentage of core functions emitting structured logs/metrics (target ≥ 95%)'}, 'potential_risks': ['Provider quota exhaustion or rate‑limit throttling causing cascade failures before fallback engages.', 'Local model download size and hardware constraints leading to OOM or disk saturation.', 'Misconfiguration of secrets vault resulting in credential exposure or service downtime.', 'Automated backlog processing generating low‑quality patches that degrade system stability.', 'Complexity of fallback orchestration introducing latency spikes under heavy load.', 'Insufficient testing of input validation rules causing false positives and breaking legitimate integrations.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 44.4, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.78369140625, 'memory_percent': 62.7, 'memory_available_gb': 2.9, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 781.0, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 30467}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330794 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 776 calls (776 free / 0 paid), 1,137,567 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,484,968.
- completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.342 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.330 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1000 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T14:21:07.356741 — 293.3s, last_quarter, 19 recommendations
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Secure & Validated API Gateway', 'Local Inference Enablement (Ollama) & Model Cache', 'Automated Backlog Triage & Continuous Improvement Loop', 'Observability, Telemetry, and Self‑Healing Orchestration'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback manager that transparently retries across Ollama, OpenAI, Anthropic, Grok, Together and VLLM on failure, preserving request context.', 'priority': 10}, {'goal_description': 'Add comprehensive input validation and schema enforcement for all external API endpoints using JSON Schema and Pydantic, preventing malformed requests from propagating.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and health‑checking via a new setup script; create a local model cache with LRU eviction to guarantee inference continuity when remote services are unavailable.', 'priority': 8}, {'goal_description': 'Build a backlog triage daemon that periodically samples the 83k improvement items, scores them by impact on resilience/perpetuity, and auto‑generates pull‑requests for high‑priority changes.', 'priority': 7}, {'goal_description': 'Integrate structured logging, Prometheus metrics, and Grafana dashboards for request latency, failure rates, fallback usage, and model health; add a self‑healing controller that restarts services on anomaly detection.', 'priority': 6}, {'goal_description': 'Update mindx_config.json schema to include fallback policies, validation rules, and local model specifications; provide migration tooling for existing deployments.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after primary provider failure (target ≥ 99.5%)', 'validation_error_rate': 'Rate of rejected malformed API calls (target ≤ 0.1%)', 'local_inference_uptime': 'Hours per month local Ollama inference is available (target ≥ 720 hrs/month)', 'backlog_processing_latency': 'Average time from backlog entry creation to PR merge for high‑impact items (target ≤ 48h)', 'system_anomaly_detection_time': 'Mean time to detect and auto‑recover from service degradation (target ≤ 2 minutes)'}, 'potential_risks': ['Fallback cascade may introduce latency spikes if not throttled correctly.', 'Local model cache could exhaust disk space without proper eviction policies.', 'Automated PR generation might produce low‑quality code if scoring algorithm is mis‑tuned.', 'Increased surface area for validation may break backward compatibility with existing clients.', 'Dependency on multiple external providers raises supply‑chain security considerations.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 44.4, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.78369140625, 'memory_percent': 62.7, 'memory_available_gb': 2.9, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 781.0, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 30467}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330760 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 792 calls (792 free / 0 paid), 1,155,022 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,478,021.
- failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 8: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.371 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.342 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.330 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Secure & Validated API Gateway', 'Local Inference Enablement (Ollama) & Model Cache', 'Automated Backlog Triage & Continuous Improvement Loop', 'Observability, Telemetry, and Self‑Healing Orchestration'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback manager that transparently retries across Ollama, OpenAI, Anthropic, Grok, Together and VLLM on failure, preserving request context.', 'priority': 10}, {'goal_description': 'Add comprehensive input validation and schema enforcement for all external API endpoints using JSON Schema and Pydantic, preventing malformed requests from propagating.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and health‑checking via a new setup script; create a local model cache with LRU eviction to guarantee inference continuity when remote services are unavailable.', 'priority': 8}, {'goal_description': 'Build a backlog triage daemon that periodically samples the 83k improvement items, scores them by impact on resilience/perpetuity, and auto‑generates pull‑requests for high‑priority changes.', 'priority': 7}, {'goal_description': 'Integrate structured logging, Prometheus metrics, and Grafana dashboards for request latency, failure rates, fallback usage, and model health; add a self‑healing controller that restarts services on anomaly detection.', 'priority': 6}, {'goal_description': 'Update mindx_config.json schema to include fallback policies, validation rules, and local model specifications; provide migration tooling for existing deployments.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after primary provider failure (target ≥ 99.5%)', 'validation_error_rate': 'Rate of rejected malformed API calls (target ≤ 0.1%)', 'local_inference_uptime': 'Hours per month local Ollama inference is available (target ≥ 720 hrs/month)', 'backlog_processing_latency': 'Average time from backlog entry creation to PR merge for high‑impact items (target ≤ 48h)', 'system_anomaly_detection_time': 'Mean time to detect and auto‑recover from service degradation (target ≤ 2 minutes)'}, 'potential_risks': ['Fallback cascade may introduce latency spikes if not throttled correctly.', 'Local model cache could exhaust disk space without proper eviction policies.', 'Automated PR generation might produce low‑quality code if scoring algorithm is mis‑tuned.', 'Increased surface area for validation may break backward compatibility with existing clients.', 'Dependency on multiple external providers raises supply‑chain security considerations.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.06298828125, 'memory_percent': 63.1, 'memory_available_gb': 2.86, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 818.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 26635}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330751 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 800 calls (800 free / 0 paid), 1,170,854 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,474,474.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.367 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.354 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=994 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=997 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Secure, schema‑driven API input validation', 'Local inference capability via Ollama', 'Self‑healing configuration & environment management', 'Prioritized backlog triage & continuous improvement loop'], 'bdi_todo_list': [{'goal_description': 'Design and implement a Provider Orchestrator module that selects primary LLM, monitors health, and transparently fails over to secondary providers.', 'priority': 10}, {'goal_description': 'Create a JSON‑Schema based request validator for all external API endpoints, rejecting malformed or unsafe payloads before processing.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version verification within the setup_virtual_environment_and_mindx_deps workflow.', 'priority': 8}, {'goal_description': 'Develop a self‑healing config manager that detects missing .env keys, corrupt mindx_config.json, and auto‑recreates them using secure vault defaults.', 'priority': 7}, {'goal_description': 'Implement a backlog triage engine that scores pending items by impact on resilience/perpetuity, auto‑promotes top‑N items to sprint queue, and archives stale entries.', 'priority': 6}, {'goal_description': 'Add health‑check endpoints and periodic watchdog tasks that verify backend, frontend, and inference services are alive; trigger restart/redeploy on failure.', 'priority': 7}, {'goal_description': 'Integrate logging and metrics collection (Prometheus + Grafana) for provider latency, fallback frequency, validation errors, and model load.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after primary provider failure (target > 99%)', 'validation_error_rate': 'Ratio of rejected API calls due to schema violations (target < 0.1%)', 'local_inference_uptime': 'Uptime of Ollama inference service (target > 99.5%)', 'auto_heal_mean_time_to_recovery': 'Average time to detect and self‑repair configuration issues (target < 30 seconds)', 'backlog_triage_latency': 'Time from new backlog entry to prioritization decision (target < 5 minutes)', 'overall_system_availability': 'Combined uptime of backend, frontend, and inference layers (target > 99.9%)'}, 'potential_risks': ['Provider orchestration complexity may introduce latency spikes if fallback logic is not optimized.', 'Automated Ollama installation could fail on environments lacking required system dependencies (Docker, GPU drivers).', 'Over‑strict input validation might break legacy integrations; need versioned schema migration.', 'Self‑healing mechanisms could mask deeper systemic bugs, leading to technical debt accumulation.', 'Metrics collection overhead may affect performance on low‑resource deployments.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.06298828125, 'memory_percent': 63.1, 'memory_available_gb': 2.86, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 818.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 26635}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330718 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 826 calls (826 free / 0 paid), 1,203,725 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,467,589.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.367 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.354 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=994 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Secure, schema‑driven API input validation', 'Local inference capability via Ollama', 'Self‑healing configuration & environment management', 'Prioritized backlog triage & continuous improvement loop'], 'bdi_todo_list': [{'goal_description': 'Design and implement a Provider Orchestrator module that selects primary LLM, monitors health, and transparently fails over to secondary providers.', 'priority': 10}, {'goal_description': 'Create a JSON‑Schema based request validator for all external API endpoints, rejecting malformed or unsafe payloads before processing.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version verification within the setup_virtual_environment_and_mindx_deps workflow.', 'priority': 8}, {'goal_description': 'Develop a self‑healing config manager that detects missing .env keys, corrupt mindx_config.json, and auto‑recreates them using secure vault defaults.', 'priority': 7}, {'goal_description': 'Implement a backlog triage engine that scores pending items by impact on resilience/perpetuity, auto‑promotes top‑N items to sprint queue, and archives stale entries.', 'priority': 6}, {'goal_description': 'Add health‑check endpoints and periodic watchdog tasks that verify backend, frontend, and inference services are alive; trigger restart/redeploy on failure.', 'priority': 7}, {'goal_description': 'Integrate logging and metrics collection (Prometheus + Grafana) for provider latency, fallback frequency, validation errors, and model load.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after primary provider failure (target > 99%)', 'validation_error_rate': 'Ratio of rejected API calls due to schema violations (target < 0.1%)', 'local_inference_uptime': 'Uptime of Ollama inference service (target > 99.5%)', 'auto_heal_mean_time_to_recovery': 'Average time to detect and self‑repair configuration issues (target < 30 seconds)', 'backlog_triage_latency': 'Time from new backlog entry to prioritization decision (target < 5 minutes)', 'overall_system_availability': 'Combined uptime of backend, frontend, and inference layers (target > 99.9%)'}, 'potential_risks': ['Provider orchestration complexity may introduce latency spikes if fallback logic is not optimized.', 'Automated Ollama installation could fail on environments lacking required system dependencies (Docker, GPU drivers).', 'Over‑strict input validation might break legacy integrations; need versioned schema migration.', 'Self‑healing mechanisms could mask deeper systemic bugs, leading to technical debt accumulation.', 'Metrics collection overhead may affect performance on low‑resource deployments.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 55.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.30126953125, 'memory_percent': 55.1, 'memory_available_gb': 3.48, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 785.3, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 24782}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330678 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 823 calls (823 free / 0 paid), 1,193,922 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,456,621.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.391 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.379 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=988 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=991 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f1: Adaptive Core & Sustainable Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Observability & KPI Telemetry for Longevity'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across ranked alternatives.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator (JSON‑Schema + type guards) for all external API endpoints, rejecting malformed or malicious payloads.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer that pulls, verifies (hash), and registers the top‑3 local models (gpt‑oss 120b, granite4.1 3b, qwen3 8b) on first‑run.', 'priority': 8}, {'goal_description': 'Implement a health‑monitor daemon that watches provider latency, error rates, and model availability, triggering dynamic re‑ranking and auto‑restart of services.', 'priority': 8}, {'goal_description': 'Add self‑healing scripts for virtual‑env creation, dependency reconciliation, and .env/.config regeneration when checksum mismatches are detected.', 'priority': 7}, {'goal_description': 'Integrate structured logging and Prometheus‑compatible metrics (request success rate, fallback count, validation failures, model uptime).', 'priority': 7}, {'goal_description': 'Establish a version‑controlled blueprint registry so future iterations can be diff‑applied without manual code edits.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of requests automatically rerouted to an alternate provider (target ≥ 98%)', 'validation_pass_rate': 'ratio of incoming API calls passing schema validation (target ≥ 99.5%)', 'local_model_uptime': 'continuous availability of installed Ollama models (target ≥ 99.9% monthly)', 'mean_time_to_recover': 'average minutes to restore service after a provider failure (target ≤ 5\u202fmin)', 'dependency_drift_score': 'frequency of environment rebuilds due to mismatched hashes (target ≤ 1 per quarter)'}, 'potential_risks': ['Cascade failures if fallback ranking logic is mis‑configured, leading to overload of secondary providers.', 'Over‑aggressive input validation could reject legitimate edge‑case requests, reducing system utility.', 'Automated model pulling may exhaust disk or bandwidth resources on constrained hosts.', 'Self‑healing scripts might unintentionally overwrite custom configurations if not version‑checked.', 'Metrics collection overhead could impact latency for high‑throughput workloads.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 55.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.8994140625, 'memory_percent': 62.7, 'memory_available_gb': 2.89, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 7, 'self_rss_mb': 785.3, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 22940}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330645 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 846 calls (846 free / 0 paid), 1,224,293 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,449,686.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.391 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.379 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=988 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f1: Adaptive Core & Sustainable Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Observability & KPI Telemetry for Longevity'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across ranked alternatives.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator (JSON‑Schema + type guards) for all external API endpoints, rejecting malformed or malicious payloads.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer that pulls, verifies (hash), and registers the top‑3 local models (gpt‑oss 120b, granite4.1 3b, qwen3 8b) on first‑run.', 'priority': 8}, {'goal_description': 'Implement a health‑monitor daemon that watches provider latency, error rates, and model availability, triggering dynamic re‑ranking and auto‑restart of services.', 'priority': 8}, {'goal_description': 'Add self‑healing scripts for virtual‑env creation, dependency reconciliation, and .env/.config regeneration when checksum mismatches are detected.', 'priority': 7}, {'goal_description': 'Integrate structured logging and Prometheus‑compatible metrics (request success rate, fallback count, validation failures, model uptime).', 'priority': 7}, {'goal_description': 'Establish a version‑controlled blueprint registry so future iterations can be diff‑applied without manual code edits.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of requests automatically rerouted to an alternate provider (target ≥ 98%)', 'validation_pass_rate': 'ratio of incoming API calls passing schema validation (target ≥ 99.5%)', 'local_model_uptime': 'continuous availability of installed Ollama models (target ≥ 99.9% monthly)', 'mean_time_to_recover': 'average minutes to restore service after a provider failure (target ≤ 5\u202fmin)', 'dependency_drift_score': 'frequency of environment rebuilds due to mismatched hashes (target ≤ 1 per quarter)'}, 'potential_risks': ['Cascade failures if fallback ranking logic is mis‑configured, leading to overload of secondary providers.', 'Over‑aggressive input validation could reject legitimate edge‑case requests, reducing system utility.', 'Automated model pulling may exhaust disk or bandwidth resources on constrained hosts.', 'Self‑healing scripts might unintentionally overwrite custom configurations if not version‑checked.', 'Metrics collection overhead could impact latency for high‑throughput workloads.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 56.2, 'cpu_iowait': 1.0, 'cpu_steal': 4.0, 'load_1m': 1.0849609375, 'memory_percent': 63.0, 'memory_available_gb': 2.87, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 7, 'self_rss_mb': 785.3, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 21100}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330605 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 853 calls (853 free / 0 paid), 1,227,730 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,438,480.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.403 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.403 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=982 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=985 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Engine', 'Zero‑Trust Input Validation & Sanitization Layer', 'Self‑Bootstrapping Local Inference Stack (Ollama + Model Cache)', 'Automated Backlog Triage & Prioritization Engine', 'Observability, Telemetry, and Self‑Healing Orchestration'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked list of providers/models.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator that enforces type, length, and safety constraints for all external API inputs.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and health‑checking within the virtual environment; maintain a local model cache for offline resilience.', 'priority': 9}, {'goal_description': 'Build a backlog triage microservice that scores items by impact, urgency, and resource cost, feeding the top‑N items into an autonomous improvement executor.', 'priority': 8}, {'goal_description': 'Integrate structured logging, metrics (latency, error rates, fallback frequency) and a self‑healing controller that can restart services or switch providers on anomaly detection.', 'priority': 8}, {'goal_description': 'Establish a versioned configuration schema (mindx_config.json) that records provider rankings, validation rules, and fallback policies, enabling safe roll‑backs.', 'priority': 7}, {'goal_description': 'Add health‑check endpoints and a watchdog daemon that monitors the coordinator_agent’s authority status and re‑authorizes if drift is detected.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM calls completed after one or more fallback attempts (target ≥ 99.5%)', 'validation_error_rate': 'Requests rejected due to input validation (target ≤ 0.1% of total traffic)', 'local_model_uptime': 'Time Ollama + cached models are reachable (target ≥ 99.9% monthly)', 'backlog_processing_latency': 'Average time from backlog entry creation to execution (target ≤ 24\u202fh for priority ≥8 items)', 'service_anomaly_recovery_time': 'Mean time to auto‑recover from provider failures (target ≤ 2\u202fmin)', 'configuration_change safety': 'Zero incidents of mis‑configuration causing service outage after versioned roll‑out'}, 'potential_risks': ['Fallback loops causing cascading latency if provider ranking is mis‑configured.', 'Over‑aggressive input validation breaking legitimate use‑cases and reducing system utility.', 'Local model cache size exceeding disk quota, leading to OOM or storage exhaustion.', 'Automated backlog execution applying low‑impact changes that accumulate technical debt.', 'Dependency on external provider APIs; network partitions could starve fallback pool.', 'Complexity of self‑healing controller introducing new failure modes if not thoroughly tested.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 46.2, 'cpu_iowait': 1.0, 'cpu_steal': 0.0, 'load_1m': 0.98291015625, 'memory_percent': 62.0, 'memory_available_gb': 2.95, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 791.0, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 19252}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330572 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 867 calls (867 free / 0 paid), 1,245,610 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,431,418.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.403 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.403 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=982 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Engine', 'Zero‑Trust Input Validation & Sanitization Layer', 'Self‑Bootstrapping Local Inference Stack (Ollama + Model Cache)', 'Automated Backlog Triage & Prioritization Engine', 'Observability, Telemetry, and Self‑Healing Orchestration'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked list of providers/models.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator that enforces type, length, and safety constraints for all external API inputs.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and health‑checking within the virtual environment; maintain a local model cache for offline resilience.', 'priority': 9}, {'goal_description': 'Build a backlog triage microservice that scores items by impact, urgency, and resource cost, feeding the top‑N items into an autonomous improvement executor.', 'priority': 8}, {'goal_description': 'Integrate structured logging, metrics (latency, error rates, fallback frequency) and a self‑healing controller that can restart services or switch providers on anomaly detection.', 'priority': 8}, {'goal_description': 'Establish a versioned configuration schema (mindx_config.json) that records provider rankings, validation rules, and fallback policies, enabling safe roll‑backs.', 'priority': 7}, {'goal_description': 'Add health‑check endpoints and a watchdog daemon that monitors the coordinator_agent’s authority status and re‑authorizes if drift is detected.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM calls completed after one or more fallback attempts (target ≥ 99.5%)', 'validation_error_rate': 'Requests rejected due to input validation (target ≤ 0.1% of total traffic)', 'local_model_uptime': 'Time Ollama + cached models are reachable (target ≥ 99.9% monthly)', 'backlog_processing_latency': 'Average time from backlog entry creation to execution (target ≤ 24\u202fh for priority ≥8 items)', 'service_anomaly_recovery_time': 'Mean time to auto‑recover from provider failures (target ≤ 2\u202fmin)', 'configuration_change safety': 'Zero incidents of mis‑configuration causing service outage after versioned roll‑out'}, 'potential_risks': ['Fallback loops causing cascading latency if provider ranking is mis‑configured.', 'Over‑aggressive input validation breaking legitimate use‑cases and reducing system utility.', 'Local model cache size exceeding disk quota, leading to OOM or storage exhaustion.', 'Automated backlog execution applying low‑impact changes that accumulate technical debt.', 'Dependency on external provider APIs; network partitions could starve fallback pool.', 'Complexity of self‑healing controller introducing new failure modes if not thoroughly tested.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 55.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.98095703125, 'memory_percent': 62.5, 'memory_available_gb': 2.91, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 791.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 17407}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330538 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 888 calls (888 free / 0 paid), 1,268,144 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,424,564.
- pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests
- mastermind_prime (backlog_directive_selection): — backlog_idx=979 priority=9 target=system reason: From improvement backlog - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.439 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.403 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.403 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Engine', 'Zero‑Trust Input Validation & Sanitization Layer', 'Self‑Bootstrapping Local Inference Stack (Ollama + Model Cache)', 'Automated Backlog Triage & Prioritization Engine', 'Observability, Telemetry, and Self‑Healing Orchestration'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback router that transparently retries failed LLM calls across the ranked list of providers/models.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator that enforces type, length, and safety constraints for all external API inputs.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and health‑checking within the virtual environment; maintain a local model cache for offline resilience.', 'priority': 9}, {'goal_description': 'Build a backlog triage microservice that scores items by impact, urgency, and resource cost, feeding the top‑N items into an autonomous improvement executor.', 'priority': 8}, {'goal_description': 'Integrate structured logging, metrics (latency, error rates, fallback frequency) and a self‑healing controller that can restart services or switch providers on anomaly detection.', 'priority': 8}, {'goal_description': 'Establish a versioned configuration schema (mindx_config.json) that records provider rankings, validation rules, and fallback policies, enabling safe roll‑backs.', 'priority': 7}, {'goal_description': 'Add health‑check endpoints and a watchdog daemon that monitors the coordinator_agent’s authority status and re‑authorizes if drift is detected.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM calls completed after one or more fallback attempts (target ≥ 99.5%)', 'validation_error_rate': 'Requests rejected due to input validation (target ≤ 0.1% of total traffic)', 'local_model_uptime': 'Time Ollama + cached models are reachable (target ≥ 99.9% monthly)', 'backlog_processing_latency': 'Average time from backlog entry creation to execution (target ≤ 24\u202fh for priority ≥8 items)', 'service_anomaly_recovery_time': 'Mean time to auto‑recover from provider failures (target ≤ 2\u202fmin)', 'configuration_change safety': 'Zero incidents of mis‑configuration causing service outage after versioned roll‑out'}, 'potential_risks': ['Fallback loops causing cascading latency if provider ranking is mis‑configured.', 'Over‑aggressive input validation breaking legitimate use‑cases and reducing system utility.', 'Local model cache size exceeding disk quota, leading to OOM or storage exhaustion.', 'Automated backlog execution applying low‑impact changes that accumulate technical debt.', 'Dependency on external provider APIs; network partitions could starve fallback pool.', 'Complexity of self‑healing controller introducing new failure modes if not thoroughly tested.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.17138671875, 'memory_percent': 62.4, 'memory_available_gb': 2.91, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 11, 'self_rss_mb': 803.3, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 15567}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330499 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 912 calls (912 free / 0 paid), 1,298,548 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,415,466.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.467 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.467 top3=[openai/gpt-oss - mastermind_prime (backlog_directive_selection): — backlog_idx=976 priority=9 target=system reason: From improvement backlog - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.452 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 53.8, 'cpu_iowait': 0.0, 'cpu_steal': 2.0, 'load_1m': 0.71484375, 'memory_percent': 62.5, 'memory_available_gb': 2.91, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 804.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 13727}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330463 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 923 calls (923 free / 0 paid), 1,306,996 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,407,965.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.493 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.480 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.467 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.467 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.576171875, 'memory_percent': 59.6, 'memory_available_gb': 3.13, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 13, 'self_rss_mb': 594.9, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 22, 'self_uptime_seconds': 11879}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330412 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 928 calls (928 free / 0 paid), 1,312,440 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,395,740.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.513 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.501 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=970 priority=9 target=system reason: From improvement backlog - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=openai/gpt-oss-120b:free score=0.532 top3=[openai/gpt-oss
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 5.5, 'cpu_iowait': 0.0, 'cpu_steal': 0.1, 'load_1m': 1.10107421875, 'memory_percent': 58.8, 'memory_available_gb': 3.2, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 593.4, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 9985}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330350 memories, 24 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 928 calls (928 free / 0 paid), 1,310,815 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,355,678.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.557 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.513 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.501 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 4.5, 'cpu_iowait': 0.4, 'cpu_steal': 0.2, 'load_1m': 1.06103515625, 'memory_percent': 28.7, 'memory_available_gb': 5.53, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 527.4, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 7588}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_836: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the DAIO, governance as a protocol with teeth (https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 836, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth/', 'title': 'mindX as a protocol — the DAIO, governance as a protocol with teeth', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-daio-governance-as-a-protocol-with-teeth'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330294 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 933 calls (933 free / 0 paid), 1,323,737 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,328,219.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.538 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.519 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=964 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=967 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 0.8, 'load_1m': 0.91650390625, 'memory_percent': 58.9, 'memory_available_gb': 3.18, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 527.3, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 7242}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330275 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 946 calls (946 free / 0 paid), 1,336,687 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,314,619.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.538 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.519 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=964 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.7, 'load_1m': 0.9970703125, 'memory_percent': 28.8, 'memory_available_gb': 5.52, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 527.3, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5285}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330202 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 929 calls (929 free / 0 paid), 1,311,809 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,271,698.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=961 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Secure, schema‑driven API input validation', 'Local inference capability via Ollama for offline continuity', 'Self‑healing configuration & environment management', 'Prioritized backlog triage & automated improvement execution'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic orchestration layer that selects, monitors, and fails over between Ollama, OpenAI, Anthropic, Grok, Together, and vLLM based on health, latency, and cost metrics.', 'priority': 10}, {'goal_description': 'Create a JSON‑Schema driven validation middleware for all external API endpoints, rejecting malformed requests before they reach core logic.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version verification; expose a local inference fallback when remote providers are unreachable.', 'priority': 9}, {'goal_description': 'Develop a self‑healing startup script that verifies virtual environment, dependency integrity, .env keys, and mindx_config.json consistency, repairing or alerting on drift.', 'priority': 8}, {'goal_description': 'Implement a backlog triage engine that scores items by impact, urgency, and resource cost, then auto‑executes high‑priority suggestions (e.g., fallback logic, input validation).', 'priority': 7}, {'goal_description': 'Introduce health‑monitoring dashboards (CPU/GPU, model latency, provider uptime) to feed the orchestration decision engine.', 'priority': 6}, {'goal_description': 'Add comprehensive logging and audit trails for provider switches, validation failures, and self‑healing actions to support perpetual learning.', 'priority': 6}], 'key_performance_indicators': {'provider_success_rate': 'Percentage of requests completed without fallback (target ≥ 98%)', 'fallback_latency_overhead': 'Mean added latency when fallback occurs (target ≤ 150ms)', 'validation_error_rate': 'Rejected malformed requests per 10k total (target ≤ 2)', 'local_inference_uptime': 'Hours per month local Ollama is available as a fallback (target ≥ 720h)', 'automated_backlog_resolution_rate': 'Backlog items auto‑resolved per week (target ≥ 150)', 'self_healing_success_rate': 'Successful auto‑repair of environment/config issues (target ≥ 95%)'}, 'potential_risks': ['Cascade failures if fallback provider selection logic contains bugs, leading to request storms.', 'Resource exhaustion on local hardware when pulling large models (e.g., 120B) without proper quota checks.', 'Over‑reliance on automated backlog execution could introduce regressions without human review.', 'Schema validation may become too strict, rejecting legitimate edge‑case inputs.', 'Security exposure if .env handling or provider credentials are mishandled during self‑healing.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.3, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.77978515625, 'memory_percent': 28.4, 'memory_available_gb': 5.55, 'swap_percent': 0.0, 'disk_root_percent': 82.3, 'sockets_established': 9, 'self_rss_mb': 520.1, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 2677}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330138 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 928 calls (928 free / 0 paid), 1,310,240 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,237,363.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.550 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T06:16:10.568788 — 217.1s, last_quarter, 19 recommendations
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Secure, schema‑driven API input validation', 'Local inference capability via Ollama for offline continuity', 'Self‑healing configuration & environment management', 'Prioritized backlog triage & automated improvement execution'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic orchestration layer that selects, monitors, and fails over between Ollama, OpenAI, Anthropic, Grok, Together, and vLLM based on health, latency, and cost metrics.', 'priority': 10}, {'goal_description': 'Create a JSON‑Schema driven validation middleware for all external API endpoints, rejecting malformed requests before they reach core logic.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version verification; expose a local inference fallback when remote providers are unreachable.', 'priority': 9}, {'goal_description': 'Develop a self‑healing startup script that verifies virtual environment, dependency integrity, .env keys, and mindx_config.json consistency, repairing or alerting on drift.', 'priority': 8}, {'goal_description': 'Implement a backlog triage engine that scores items by impact, urgency, and resource cost, then auto‑executes high‑priority suggestions (e.g., fallback logic, input validation).', 'priority': 7}, {'goal_description': 'Introduce health‑monitoring dashboards (CPU/GPU, model latency, provider uptime) to feed the orchestration decision engine.', 'priority': 6}, {'goal_description': 'Add comprehensive logging and audit trails for provider switches, validation failures, and self‑healing actions to support perpetual learning.', 'priority': 6}], 'key_performance_indicators': {'provider_success_rate': 'Percentage of requests completed without fallback (target ≥ 98%)', 'fallback_latency_overhead': 'Mean added latency when fallback occurs (target ≤ 150ms)', 'validation_error_rate': 'Rejected malformed requests per 10k total (target ≤ 2)', 'local_inference_uptime': 'Hours per month local Ollama is available as a fallback (target ≥ 720h)', 'automated_backlog_resolution_rate': 'Backlog items auto‑resolved per week (target ≥ 150)', 'self_healing_success_rate': 'Successful auto‑repair of environment/config issues (target ≥ 95%)'}, 'potential_risks': ['Cascade failures if fallback provider selection logic contains bugs, leading to request storms.', 'Resource exhaustion on local hardware when pulling large models (e.g., 120B) without proper quota checks.', 'Over‑reliance on automated backlog execution could introduce regressions without human review.', 'Schema validation may become too strict, rejecting legitimate edge‑case inputs.', 'Security exposure if .env handling or provider credentials are mishandled during self‑healing.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 1.39501953125, 'memory_percent': 36.4, 'memory_available_gb': 4.93, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 1097.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 90393}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330130 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 954 calls (954 free / 0 paid), 1,349,048 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,235,404.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.548 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 1.39501953125, 'memory_percent': 36.4, 'memory_available_gb': 4.93, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 1097.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 90393}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330130 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 954 calls (954 free / 0 paid), 1,349,048 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,235,404.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.548 top3=[openai/gpt-oss - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=openai/gpt-oss-120b:free score=0.600 top3=[openai/gpt-os
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 1.39501953125, 'memory_percent': 36.4, 'memory_available_gb': 4.93, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 1097.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 90393}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330064 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 946 calls (946 free / 0 paid), 1,336,440 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,222,572.
- failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1066 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.4, 'cpu_iowait': 0.0, 'cpu_steal': 0.6, 'load_1m': 0.81494140625, 'memory_percent': 66.4, 'memory_available_gb': 2.6, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1097.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 90119}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 330049 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 971 calls (971 free / 0 paid), 1,363,629 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,211,576.
- pending (mindx_meta_agent, autonomous_loop): Cycle 23: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mastermind_prime (backlog_directive_selection): — backlog_idx=1063 priority=9 target=system reason: From improvement backlog - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-10T05:20:43.885501 — 183.8s, last_quarter, 19 recommendations
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 5.5, 'load_1m': 2.0595703125, 'memory_percent': 67.1, 'memory_available_gb': 2.55, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 14, 'self_rss_mb': 1097.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 22, 'self_uptime_seconds': 88226}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Chapter published: day 24/28 — Predictions — waning crescent
System snapshot: 329983 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 971 calls (971 free / 0 paid), 1,340,252 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,183,117.
- failed (mindx_meta_agent, autonomous_loop): Cycle 22 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 22: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1060 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 1.5, 'cpu_iowait': 0.0, 'cpu_steal': 0.1, 'load_1m': 1.07666015625, 'memory_percent': 36.7, 'memory_available_gb': 4.91, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1091.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 86074}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329925 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 953 calls (953 free / 0 paid), 1,313,557 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,155,308.
- failed (mindx_meta_agent, autonomous_loop): Cycle 22 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 22: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.7, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.77685546875, 'memory_percent': 36.4, 'memory_available_gb': 4.93, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1091.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 83694}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329854 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 941 calls (941 free / 0 paid), 1,285,592 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,116,251.
- failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1054 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 5.2, 'cpu_iowait': 0.6, 'cpu_steal': 0.2, 'load_1m': 1.09130859375, 'memory_percent': 36.4, 'memory_available_gb': 4.93, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1093.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 81460}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329800 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 943 calls (943 free / 0 paid), 1,277,071 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,096,082.
- failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1054 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 1.0458984375, 'memory_percent': 36.4, 'memory_available_gb': 4.93, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 1093.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 22, 'self_uptime_seconds': 79256}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329785 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 961 calls (961 free / 0 paid), 1,279,235 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,085,570.
- failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1048 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=1051 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 1.0458984375, 'memory_percent': 36.4, 'memory_available_gb': 4.93, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 1093.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 22, 'self_uptime_seconds': 79256}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329719 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 954 calls (954 free / 0 paid), 1,252,293 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,047,586.
- failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1048 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.8, 'cpu_iowait': 0.0, 'cpu_steal': 0.1, 'load_1m': 0.99609375, 'memory_percent': 36.5, 'memory_available_gb': 4.92, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1093.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 76977}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329649 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 928 calls (928 free / 0 paid), 1,222,403 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 11,010,659.
- failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=1045 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Observability & Adaptive KPI Loop'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that transparently retries across Ollama, OpenAI, Anthropic, Grok, Together, and vLLM on failure.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator (JSON Schema + type‑guards) for all external API endpoints, rejecting malformed or malicious payloads before processing.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer that pulls the top‑ranked local models (gpt‑oss:120b‑cloud, Llama‑3‑70b‑chat, Mixtral‑8x7B) and runs periodic health‑checks with auto‑restart.', 'priority': 8}, {'goal_description': 'Implement a self‑healing config manager that watches mindx_config.json, .env and virtual‑env integrity, restoring defaults from a signed baseline when drift is detected.', 'priority': 7}, {'goal_description': 'Integrate a unified telemetry pipeline (Prometheus + Loki) exposing KPIs for uptime, latency, fallback rate, validation error rate, and model health.', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': '>= 99.9', 'fallback_success_rate': '>= 95% of failed primary calls recovered', 'input_validation_error_rate': '< 0.1% of total requests', 'local_model_availability': '>= 99% of scheduled health‑checks pass', 'configuration_drift_incidents': '0 per month'}, 'potential_risks': ['Cascade failures if fallback orchestration introduces latency spikes.', 'Dependency lock‑in to specific provider APIs causing future incompatibility.', 'Resource exhaustion on host when pulling large local models without quota management.', 'False positives in input validation blocking legitimate requests.', 'Telemetry overload leading to storage bloat or privacy exposure.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.3, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.91064453125, 'memory_percent': 36.1, 'memory_available_gb': 4.96, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 1094.3, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 74649}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329578 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 902 calls (902 free / 0 paid), 1,187,923 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,969,252.
- failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Observability & Adaptive KPI Loop'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that transparently retries across Ollama, OpenAI, Anthropic, Grok, Together, and vLLM on failure.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator (JSON Schema + type‑guards) for all external API endpoints, rejecting malformed or malicious payloads before processing.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer that pulls the top‑ranked local models (gpt‑oss:120b‑cloud, Llama‑3‑70b‑chat, Mixtral‑8x7B) and runs periodic health‑checks with auto‑restart.', 'priority': 8}, {'goal_description': 'Implement a self‑healing config manager that watches mindx_config.json, .env and virtual‑env integrity, restoring defaults from a signed baseline when drift is detected.', 'priority': 7}, {'goal_description': 'Integrate a unified telemetry pipeline (Prometheus + Loki) exposing KPIs for uptime, latency, fallback rate, validation error rate, and model health.', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': '>= 99.9', 'fallback_success_rate': '>= 95% of failed primary calls recovered', 'input_validation_error_rate': '< 0.1% of total requests', 'local_model_availability': '>= 99% of scheduled health‑checks pass', 'configuration_drift_incidents': '0 per month'}, 'potential_risks': ['Cascade failures if fallback orchestration introduces latency spikes.', 'Dependency lock‑in to specific provider APIs causing future incompatibility.', 'Resource exhaustion on host when pulling large local models without quota management.', 'False positives in input validation blocking legitimate requests.', 'Telemetry overload leading to storage bloat or privacy exposure.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.5, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.21337890625, 'memory_percent': 35.9, 'memory_available_gb': 4.97, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 1088.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 70346}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329570 memories, 23 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 904 calls (904 free / 0 paid), 1,193,561 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,967,449.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1042 priority=9 target=system reason: From improvement backlog - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Multi‑Provider Orchestration', 'Zero‑Downtime Deployment & Self‑Healing', 'Secure, Typed Input Validation Layer', 'Local Model Cache & On‑Demand Pull', 'Automated Backlog Triage & Prioritisation', 'Observability & KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Implement provider fallback orchestration with health‑checks and dynamic routing', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator (JSON Schema + Pydantic) for all external API endpoints', 'priority': 9}, {'goal_description': 'Develop a local model manager that installs Ollama, pulls prioritized models, and evicts least‑used caches', 'priority': 8}, {'goal_description': 'Introduce blue‑green deployment scripts and health‑probe based auto‑restart for backend and frontend services', 'priority': 8}, {'goal_description': 'Build an automated backlog triage engine that scores items by impact, risk, and resource cost, feeding a priority queue', 'priority': 7}, {'goal_description': 'Expose a real‑time KPI endpoint and Grafana‑compatible metrics (latency, error rate, provider uptime, cache hit‑rate)', 'priority': 7}, {'goal_description': 'Add cryptographic signing of .env and config files; enforce least‑privilege API keys per provider', 'priority': 6}], 'key_performance_indicators': {'provider_success_rate': '≥ 99.5% successful LLM calls across all providers', 'fallback_latency_penalty': '≤ 150\u202fms average added latency when fallback occurs', 'input_validation_error_rate': '≤ 0.1% of incoming requests rejected due to malformed payloads', 'local_model_cache_hit_rate': '≥ 85% of inference requests served from local cache', 'deployment_uptime': '≥ 99.9% continuous availability during upgrades', 'backlog_processing_rate': '≥ 500 high‑priority items resolved per week'}, 'potential_risks': ['Provider API rate‑limit exhaustion during fallback storms', 'Cache storage overflow leading to eviction of critical models', 'Misconfiguration of validation schemas causing false positives', 'Complexity of blue‑green scripts introducing race conditions', 'Security exposure if .env signing keys are compromised'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.5, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.21337890625, 'memory_percent': 35.9, 'memory_available_gb': 4.97, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 1088.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 70346}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- milestone:publication:post_821: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the catalogue, observability as an append-only protocol (https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 821, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol/', 'title': 'mindX as a protocol — the catalogue, observability as an append-only protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-catalogue-observability-as-an-append-only-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329559 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 901 calls (901 free / 0 paid), 1,199,071 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,965,795.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1042 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Multi‑Provider Orchestration', 'Zero‑Downtime Deployment & Self‑Healing', 'Secure, Typed Input Validation Layer', 'Local Model Cache & On‑Demand Pull', 'Automated Backlog Triage & Prioritisation', 'Observability & KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Implement provider fallback orchestration with health‑checks and dynamic routing', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator (JSON Schema + Pydantic) for all external API endpoints', 'priority': 9}, {'goal_description': 'Develop a local model manager that installs Ollama, pulls prioritized models, and evicts least‑used caches', 'priority': 8}, {'goal_description': 'Introduce blue‑green deployment scripts and health‑probe based auto‑restart for backend and frontend services', 'priority': 8}, {'goal_description': 'Build an automated backlog triage engine that scores items by impact, risk, and resource cost, feeding a priority queue', 'priority': 7}, {'goal_description': 'Expose a real‑time KPI endpoint and Grafana‑compatible metrics (latency, error rate, provider uptime, cache hit‑rate)', 'priority': 7}, {'goal_description': 'Add cryptographic signing of .env and config files; enforce least‑privilege API keys per provider', 'priority': 6}], 'key_performance_indicators': {'provider_success_rate': '≥ 99.5% successful LLM calls across all providers', 'fallback_latency_penalty': '≤ 150\u202fms average added latency when fallback occurs', 'input_validation_error_rate': '≤ 0.1% of incoming requests rejected due to malformed payloads', 'local_model_cache_hit_rate': '≥ 85% of inference requests served from local cache', 'deployment_uptime': '≥ 99.9% continuous availability during upgrades', 'backlog_processing_rate': '≥ 500 high‑priority items resolved per week'}, 'potential_risks': ['Provider API rate‑limit exhaustion during fallback storms', 'Cache storage overflow leading to eviction of critical models', 'Misconfiguration of validation schemas causing false positives', 'Complexity of blue‑green scripts introducing race conditions', 'Security exposure if .env signing keys are compromised'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 0.1, 'load_1m': 1.0478515625, 'memory_percent': 36.2, 'memory_available_gb': 4.95, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1088.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 70321}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329503 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 885 calls (885 free / 0 paid), 1,170,894 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,930,402.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Multi‑Provider Orchestration', 'Zero‑Downtime Deployment & Self‑Healing', 'Secure, Typed Input Validation Layer', 'Local Model Cache & On‑Demand Pull', 'Automated Backlog Triage & Prioritisation', 'Observability & KPI Dashboard'], 'bdi_todo_list': [{'goal_description': 'Implement provider fallback orchestration with health‑checks and dynamic routing', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator (JSON Schema + Pydantic) for all external API endpoints', 'priority': 9}, {'goal_description': 'Develop a local model manager that installs Ollama, pulls prioritized models, and evicts least‑used caches', 'priority': 8}, {'goal_description': 'Introduce blue‑green deployment scripts and health‑probe based auto‑restart for backend and frontend services', 'priority': 8}, {'goal_description': 'Build an automated backlog triage engine that scores items by impact, risk, and resource cost, feeding a priority queue', 'priority': 7}, {'goal_description': 'Expose a real‑time KPI endpoint and Grafana‑compatible metrics (latency, error rate, provider uptime, cache hit‑rate)', 'priority': 7}, {'goal_description': 'Add cryptographic signing of .env and config files; enforce least‑privilege API keys per provider', 'priority': 6}], 'key_performance_indicators': {'provider_success_rate': '≥ 99.5% successful LLM calls across all providers', 'fallback_latency_penalty': '≤ 150\u202fms average added latency when fallback occurs', 'input_validation_error_rate': '≤ 0.1% of incoming requests rejected due to malformed payloads', 'local_model_cache_hit_rate': '≥ 85% of inference requests served from local cache', 'deployment_uptime': '≥ 99.9% continuous availability during upgrades', 'backlog_processing_rate': '≥ 500 high‑priority items resolved per week'}, 'potential_risks': ['Provider API rate‑limit exhaustion during fallback storms', 'Cache storage overflow leading to eviction of critical models', 'Misconfiguration of validation schemas causing false positives', 'Complexity of blue‑green scripts introducing race conditions', 'Security exposure if .env signing keys are compromised'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 13.3, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 1.91650390625, 'memory_percent': 66.3, 'memory_available_gb': 2.62, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1088.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 68037}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329426 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 855 calls (855 free / 0 paid), 1,130,756 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,883,382.
- failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1036 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Secure, validated API surface', 'Local inference capability via Ollama', 'Automated backlog triage & self‑healing loops', 'Observability, logging and KPI dashboards', 'Secure credential management & environment hygiene'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic orchestration layer that selects, monitors, and fails over between Ollama, OpenAI, Anthropic, Grok, Together and vLLM based on health, latency and cost thresholds.', 'priority': 10}, {'goal_description': 'Add comprehensive input validation and schema enforcement for all external API endpoints (REST, WebSocket, CLI).', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning; expose a local‑inference service fallback when remote providers are unavailable.', 'priority': 9}, {'goal_description': 'Create a self‑healing backlog processor that periodically scans the 83k+ backlog, re‑prioritizes items using a meta‑LLM, and auto‑applies high‑confidence patches.', 'priority': 8}, {'goal_description': 'Integrate structured observability (OpenTelemetry) with dashboards for provider latency, error rates, resource utilization and KPI trends.', 'priority': 8}, {'goal_description': 'Secure .env handling: encrypt API keys in a vault, rotate secrets automatically, and enforce least‑privilege scopes for each provider.', 'priority': 7}, {'goal_description': 'Add unit‑ and integration‑test suites for provider orchestration, validation layer, and Ollama model loading; enforce 90% coverage in CI.', 'priority': 7}], 'key_performance_indicators': {'provider_success_rate': 'Percentage of requests completed without fallback (target ≥ 98%)', 'fallback_latency_penalty': 'Average added latency when falling back (target ≤ 150\u202fms)', 'validation_error_rate': 'Rejected malformed requests (target ≤ 0.1%)', 'local_inference_uptime': 'Ollama service availability (target ≥ 99.5%)', 'backlog_reduction_rate': 'Number of backlog items auto‑resolved per week (target ≥ 500)', 'test_coverage': 'Overall code coverage (target ≥ 90%)', 'security_compliance_score': 'Pass rate of secret‑handling audits (target 100%)'}, 'potential_risks': ['Provider API rate‑limit or pricing changes could destabilize orchestration logic.', 'Ollama model download failures on constrained networks may block local fallback.', 'Automated backlog patches might introduce regressions if confidence thresholds are mis‑tuned.', 'Complexity of multi‑provider orchestration could increase maintenance overhead.', 'Improper secret handling could expose API keys, compromising system integrity.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 0.67431640625, 'memory_percent': 36.6, 'memory_available_gb': 4.91, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1088.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 65735}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329362 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 834 calls (834 free / 0 paid), 1,103,145 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,848,125.
- failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.030 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Secure, validated API surface', 'Local inference capability via Ollama', 'Automated backlog triage & self‑healing loops', 'Observability, logging and KPI dashboards', 'Secure credential management & environment hygiene'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic orchestration layer that selects, monitors, and fails over between Ollama, OpenAI, Anthropic, Grok, Together and vLLM based on health, latency and cost thresholds.', 'priority': 10}, {'goal_description': 'Add comprehensive input validation and schema enforcement for all external API endpoints (REST, WebSocket, CLI).', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning; expose a local‑inference service fallback when remote providers are unavailable.', 'priority': 9}, {'goal_description': 'Create a self‑healing backlog processor that periodically scans the 83k+ backlog, re‑prioritizes items using a meta‑LLM, and auto‑applies high‑confidence patches.', 'priority': 8}, {'goal_description': 'Integrate structured observability (OpenTelemetry) with dashboards for provider latency, error rates, resource utilization and KPI trends.', 'priority': 8}, {'goal_description': 'Secure .env handling: encrypt API keys in a vault, rotate secrets automatically, and enforce least‑privilege scopes for each provider.', 'priority': 7}, {'goal_description': 'Add unit‑ and integration‑test suites for provider orchestration, validation layer, and Ollama model loading; enforce 90% coverage in CI.', 'priority': 7}], 'key_performance_indicators': {'provider_success_rate': 'Percentage of requests completed without fallback (target ≥ 98%)', 'fallback_latency_penalty': 'Average added latency when falling back (target ≤ 150\u202fms)', 'validation_error_rate': 'Rejected malformed requests (target ≤ 0.1%)', 'local_inference_uptime': 'Ollama service availability (target ≥ 99.5%)', 'backlog_reduction_rate': 'Number of backlog items auto‑resolved per week (target ≥ 500)', 'test_coverage': 'Overall code coverage (target ≥ 90%)', 'security_compliance_score': 'Pass rate of secret‑handling audits (target 100%)'}, 'potential_risks': ['Provider API rate‑limit or pricing changes could destabilize orchestration logic.', 'Ollama model download failures on constrained networks may block local fallback.', 'Automated backlog patches might introduce regressions if confidence thresholds are mis‑tuned.', 'Complexity of multi‑provider orchestration could increase maintenance overhead.', 'Improper secret handling could expose API keys, compromising system integrity.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 0.1, 'load_1m': 1.02490234375, 'memory_percent': 36.1, 'memory_available_gb': 4.95, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1088.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 63542}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329301 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 811 calls (811 free / 0 paid), 1,078,829 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,816,869.
- failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1030 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=1033 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Redundancy & Autonomous Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback and health‑monitoring layer', 'Zero‑trust input validation & sanitization pipeline', 'Self‑bootstrapping model management (local Ollama cache + remote fallback)', 'Automated backlog triage & priority re‑ranking engine', 'Continuous integration / deployment (CI/CD) for self‑modifying code', 'Observability stack (metrics, logs, tracing) for long‑term health monitoring'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback orchestrator that detects LLM failures, retries with alternative providers, and updates health scores in real time.', 'priority': 10}, {'goal_description': 'Create a schema‑driven input validation framework for all external API endpoints, rejecting malformed or malicious payloads before they reach core logic.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning; add a local‑cache manager that syncs with remote providers when connectivity permits.', 'priority': 8}, {'goal_description': 'Develop an autonomous backlog processor that classifies pending items, re‑prioritizes based on impact to resilience/perpetuity, and schedules incremental self‑improvements.', 'priority': 7}, {'goal_description': 'Integrate CI/CD pipelines (GitHub Actions / self‑hosted runner) that can safely apply code changes generated by MindX, with roll‑back safeguards.', 'priority': 6}, {'goal_description': 'Instrument the system with Prometheus metrics, Loki logs, and OpenTelemetry tracing to monitor uptime, latency, and failure rates for early anomaly detection.', 'priority': 5}], 'key_performance_indicators': {'provider_fallback_success_rate': 'percentage of failed LLM calls automatically recovered by alternate provider (target ≥ 98%)', 'input_validation_pass_rate': 'ratio of incoming requests that pass schema validation without error (target ≥ 99.9%)', 'model_availability_uptime': 'combined local + remote model availability over 30‑day window (target ≥ 99.5%)', 'backlog_processing_latency': 'average time from backlog entry creation to automated execution (target ≤ 24\u202fh for priority ≥7 items)', 'deployment_success_rate': 'successful self‑applied code updates without manual intervention (target ≥ 95%)', 'observability_coverage': 'percentage of critical code paths emitting metrics/traces (target ≥ 90%)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider health checks are too aggressive.', 'Over‑strict input validation could reject legitimate edge‑case requests, reducing system utility.', 'Automated model pulling may exhaust disk space or violate licensing constraints on certain providers.', 'Self‑modifying code pipelines risk propagating bugs if automated tests are insufficiently comprehensive.', 'Observability data overload could obscure critical alerts without proper aggregation and alerting rules.', 'Dependency on external provider APIs may create supply‑chain vulnerabilities; need diversified provider pool.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.99853515625, 'memory_percent': 64.9, 'memory_available_gb': 2.72, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 1088.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 63123}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329283 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 807 calls (807 free / 0 paid), 1,066,279 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,803,871.
- failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.027 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1030 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Redundancy & Autonomous Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback and health‑monitoring layer', 'Zero‑trust input validation & sanitization pipeline', 'Self‑bootstrapping model management (local Ollama cache + remote fallback)', 'Automated backlog triage & priority re‑ranking engine', 'Continuous integration / deployment (CI/CD) for self‑modifying code', 'Observability stack (metrics, logs, tracing) for long‑term health monitoring'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback orchestrator that detects LLM failures, retries with alternative providers, and updates health scores in real time.', 'priority': 10}, {'goal_description': 'Create a schema‑driven input validation framework for all external API endpoints, rejecting malformed or malicious payloads before they reach core logic.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning; add a local‑cache manager that syncs with remote providers when connectivity permits.', 'priority': 8}, {'goal_description': 'Develop an autonomous backlog processor that classifies pending items, re‑prioritizes based on impact to resilience/perpetuity, and schedules incremental self‑improvements.', 'priority': 7}, {'goal_description': 'Integrate CI/CD pipelines (GitHub Actions / self‑hosted runner) that can safely apply code changes generated by MindX, with roll‑back safeguards.', 'priority': 6}, {'goal_description': 'Instrument the system with Prometheus metrics, Loki logs, and OpenTelemetry tracing to monitor uptime, latency, and failure rates for early anomaly detection.', 'priority': 5}], 'key_performance_indicators': {'provider_fallback_success_rate': 'percentage of failed LLM calls automatically recovered by alternate provider (target ≥ 98%)', 'input_validation_pass_rate': 'ratio of incoming requests that pass schema validation without error (target ≥ 99.9%)', 'model_availability_uptime': 'combined local + remote model availability over 30‑day window (target ≥ 99.5%)', 'backlog_processing_latency': 'average time from backlog entry creation to automated execution (target ≤ 24\u202fh for priority ≥7 items)', 'deployment_success_rate': 'successful self‑applied code updates without manual intervention (target ≥ 95%)', 'observability_coverage': 'percentage of critical code paths emitting metrics/traces (target ≥ 90%)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider health checks are too aggressive.', 'Over‑strict input validation could reject legitimate edge‑case requests, reducing system utility.', 'Automated model pulling may exhaust disk space or violate licensing constraints on certain providers.', 'Self‑modifying code pipelines risk propagating bugs if automated tests are insufficiently comprehensive.', 'Observability data overload could obscure critical alerts without proper aggregation and alerting rules.', 'Dependency on external provider APIs may create supply‑chain vulnerabilities; need diversified provider pool.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 1.3, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.7783203125, 'memory_percent': 36.4, 'memory_available_gb': 4.93, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1093.0, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 61163}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329213 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 784 calls (784 free / 0 paid), 1,028,943 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,759,633.
- completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.086 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.086 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1027 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T21:17:38.336501 — 218.2s, last_quarter, 19 recommendations
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.7, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 1.0380859375, 'memory_percent': 36.3, 'memory_available_gb': 4.94, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 15, 'self_rss_mb': 1093.0, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 58715}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329148 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 760 calls (760 free / 0 paid), 996,224 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,726,914.
- failed (mindx_meta_agent, autonomous_loop): Cycle 15 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 15: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mastermind_prime (backlog_directive_selection): — backlog_idx=1024 priority=9 target=system reason: From improvement backlog - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.086 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.086 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.3, 'load_1m': 2.0166015625, 'memory_percent': 67.2, 'memory_available_gb': 2.54, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 1091.5, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 56450}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329070 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 734 calls (734 free / 0 paid), 960,063 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,683,153.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1021 priority=9 target=system reason: From improvement backlog - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.106 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Zero‑trust input validation & sanitization layer', 'Local inference bootstrap (Ollama) for offline continuity', 'Self‑healing configuration & dependency management', 'Scalable monitoring & KPI feedback loop'], 'bdi_todo_list': [{'goal_description': 'Design and implement a Provider Orchestrator service that selects, health‑checks, and fails over between Ollama, OpenAI, Anthropic, Grok, Together, and VLLM providers.', 'priority': 10}, {'goal_description': 'Create a unified Input Validation Middleware that enforces schema, type, length, and security checks for all external API calls.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning within a reproducible Docker/venv recipe.', 'priority': 8}, {'goal_description': 'Develop a Self‑Healing Configurator that watches mindx_config.json, .env and service health, auto‑reconciling drifts and re‑applying defaults.', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics (request latency, fallback count, validation failures, model load) and a dashboard for KPI tracking.', 'priority': 6}, {'goal_description': 'Add automated regression tests for the top‑priority backlog items (fallback, validation, Ollama bootstrap) and embed them in CI/CD.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests automatically rerouted to a secondary provider without user impact (target ≥\u202f99.5%)', 'validation_error_rate': 'Invalid request rejections per 10k API calls (target ≤\u202f2)', 'offline_uptime': 'Duration the system remains fully functional with only local Ollama models (target ≥\u202f99.9% monthly)', 'mean_time_to_recover_config': 'Average minutes to auto‑heal a corrupted config (target ≤\u202f5\u202fmin)', 'metric_coverage': 'Proportion of core services emitting Prometheus metrics (target 100%)'}, 'potential_risks': ['Provider API rate‑limit or credential loss causing cascade failures before fallback logic is proven.', 'Over‑aggressive input validation breaking legitimate use‑cases, leading to user friction.', 'Local model download size and hardware constraints causing deployment stalls.', 'Self‑healing loops entering oscillation if health checks are mis‑configured.', 'Metric overload or storage cost explosion if retention policies are not set.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 17.2, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 1.09912109375, 'memory_percent': 36.0, 'memory_available_gb': 4.97, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1080.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 54193}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 329049 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 728 calls (728 free / 0 paid), 958,880 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,675,033.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1021 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Zero‑trust input validation & sanitization layer', 'Local inference bootstrap (Ollama) for offline continuity', 'Self‑healing configuration & dependency management', 'Scalable monitoring & KPI feedback loop'], 'bdi_todo_list': [{'goal_description': 'Design and implement a Provider Orchestrator service that selects, health‑checks, and fails over between Ollama, OpenAI, Anthropic, Grok, Together, and VLLM providers.', 'priority': 10}, {'goal_description': 'Create a unified Input Validation Middleware that enforces schema, type, length, and security checks for all external API calls.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning within a reproducible Docker/venv recipe.', 'priority': 8}, {'goal_description': 'Develop a Self‑Healing Configurator that watches mindx_config.json, .env and service health, auto‑reconciling drifts and re‑applying defaults.', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics (request latency, fallback count, validation failures, model load) and a dashboard for KPI tracking.', 'priority': 6}, {'goal_description': 'Add automated regression tests for the top‑priority backlog items (fallback, validation, Ollama bootstrap) and embed them in CI/CD.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests automatically rerouted to a secondary provider without user impact (target ≥\u202f99.5%)', 'validation_error_rate': 'Invalid request rejections per 10k API calls (target ≤\u202f2)', 'offline_uptime': 'Duration the system remains fully functional with only local Ollama models (target ≥\u202f99.9% monthly)', 'mean_time_to_recover_config': 'Average minutes to auto‑heal a corrupted config (target ≤\u202f5\u202fmin)', 'metric_coverage': 'Proportion of core services emitting Prometheus metrics (target 100%)'}, 'potential_risks': ['Provider API rate‑limit or credential loss causing cascade failures before fallback logic is proven.', 'Over‑aggressive input validation breaking legitimate use‑cases, leading to user friction.', 'Local model download size and hardware constraints causing deployment stalls.', 'Self‑healing loops entering oscillation if health checks are mis‑configured.', 'Metric overload or storage cost explosion if retention policies are not set.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 4.7, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.1162109375, 'memory_percent': 36.0, 'memory_available_gb': 4.96, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1080.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 54110}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328996 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 709 calls (709 free / 0 paid), 925,907 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,641,612.
- pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.133 top3=[openai/gpt-oss- - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.120 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.110 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Phase\u202f2', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider orchestration & automatic fallback', 'Zero‑trust input validation & sanitization layer', 'Local inference bootstrap (Ollama) for offline continuity', 'Self‑healing configuration & dependency management', 'Scalable monitoring & KPI feedback loop'], 'bdi_todo_list': [{'goal_description': 'Design and implement a Provider Orchestrator service that selects, health‑checks, and fails over between Ollama, OpenAI, Anthropic, Grok, Together, and VLLM providers.', 'priority': 10}, {'goal_description': 'Create a unified Input Validation Middleware that enforces schema, type, length, and security checks for all external API calls.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning within a reproducible Docker/venv recipe.', 'priority': 8}, {'goal_description': 'Develop a Self‑Healing Configurator that watches mindx_config.json, .env and service health, auto‑reconciling drifts and re‑applying defaults.', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics (request latency, fallback count, validation failures, model load) and a dashboard for KPI tracking.', 'priority': 6}, {'goal_description': 'Add automated regression tests for the top‑priority backlog items (fallback, validation, Ollama bootstrap) and embed them in CI/CD.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests automatically rerouted to a secondary provider without user impact (target ≥\u202f99.5%)', 'validation_error_rate': 'Invalid request rejections per 10k API calls (target ≤\u202f2)', 'offline_uptime': 'Duration the system remains fully functional with only local Ollama models (target ≥\u202f99.9% monthly)', 'mean_time_to_recover_config': 'Average minutes to auto‑heal a corrupted config (target ≤\u202f5\u202fmin)', 'metric_coverage': 'Proportion of core services emitting Prometheus metrics (target 100%)'}, 'potential_risks': ['Provider API rate‑limit or credential loss causing cascade failures before fallback logic is proven.', 'Over‑aggressive input validation breaking legitimate use‑cases, leading to user friction.', 'Local model download size and hardware constraints causing deployment stalls.', 'Self‑healing loops entering oscillation if health checks are mis‑configured.', 'Metric overload or storage cost explosion if retention policies are not set.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 16.1, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 1.025390625, 'memory_percent': 36.0, 'memory_available_gb': 4.97, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1081.8, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 51789}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328921 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 679 calls (679 free / 0 paid), 890,991 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,599,525.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.147 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.134 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1015 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Core v0.5.0 – Adaptive Provider Mesh & Self‑Healing Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust multi‑provider orchestration with automatic fallback and health‑checking', 'Zero‑trust input validation and sanitization layer for all external API calls', 'Automated local model provisioning (Ollama) and dynamic model selection based on cost, latency, and capability', 'Self‑healing service management (auto‑restart, container health, watchdogs)', 'Observability stack (metrics, logs, tracing) for continuous resilience monitoring', 'Incremental rollout framework for safe deployment of backlog improvements'], 'bdi_todo_list': [{'goal_description': 'Implement Provider Mesh Engine that monitors health of each LLM provider, selects optimal provider per request, and transparently falls back on failure.', 'priority': 10}, {'goal_description': 'Create a unified Input Validation Gateway that enforces schema, rate‑limits, and sanitizes all inbound requests to the MindX API.', 'priority': 9}, {'goal_description': 'Develop Ollama bootstrap script that installs Ollama, pulls a curated set of models (e.g., gpt‑oss:120b‑cloud, granite4.1:3b) and registers them as local providers.', 'priority': 8}, {'goal_description': 'Add a Self‑Healing Service Supervisor that watches backend/frontend processes, restarts on crash, and reports status to the observability dashboard.', 'priority': 8}, {'goal_description': 'Integrate Prometheus‑compatible metrics and OpenTelemetry tracing for provider latency, error rates, and validation failures.', 'priority': 7}, {'goal_description': 'Design a Canary Release Engine to gradually enable backlog items (e.g., validation, fallback) in production while monitoring KPIs.', 'priority': 6}], 'key_performance_indicators': {'provider_success_rate': 'Percentage of requests completed without fallback (target ≥ 98%)', 'fallback_latency_overhead': 'Mean additional latency when fallback occurs (target ≤ 150\u202fms)', 'input_validation_error_rate': 'Rejected malformed requests (target ≤ 0.1% of total traffic)', 'service_uptime': 'Combined backend + frontend availability (target ≥ 99.95%)', 'auto‑restart_success': 'Successful auto‑restart within 30\u202fs of crash (target 100%)', 'observability_coverage': 'Percentage of code paths instrumented (target ≥ 95%)'}, 'potential_risks': ['Provider Mesh complexity could introduce race conditions or inconsistent state if health checks are mis‑timed.', 'Aggressive input validation may inadvertently block legitimate edge‑case queries, reducing utility.', 'Local model download size and hardware constraints might cause OOM or storage exhaustion on constrained nodes.', 'Self‑healing restarts could mask underlying systemic bugs, leading to silent degradation.', 'Canary rollout misconfiguration could expose unstable features to production traffic.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 1.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.3, 'load_1m': 0.7158203125, 'memory_percent': 35.9, 'memory_available_gb': 4.97, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1081.8, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 49414}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328856 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 657 calls (657 free / 0 paid), 856,906 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,558,153.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.159 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.147 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.134 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Core v0.5.0 – Adaptive Provider Mesh & Self‑Healing Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust multi‑provider orchestration with automatic fallback and health‑checking', 'Zero‑trust input validation and sanitization layer for all external API calls', 'Automated local model provisioning (Ollama) and dynamic model selection based on cost, latency, and capability', 'Self‑healing service management (auto‑restart, container health, watchdogs)', 'Observability stack (metrics, logs, tracing) for continuous resilience monitoring', 'Incremental rollout framework for safe deployment of backlog improvements'], 'bdi_todo_list': [{'goal_description': 'Implement Provider Mesh Engine that monitors health of each LLM provider, selects optimal provider per request, and transparently falls back on failure.', 'priority': 10}, {'goal_description': 'Create a unified Input Validation Gateway that enforces schema, rate‑limits, and sanitizes all inbound requests to the MindX API.', 'priority': 9}, {'goal_description': 'Develop Ollama bootstrap script that installs Ollama, pulls a curated set of models (e.g., gpt‑oss:120b‑cloud, granite4.1:3b) and registers them as local providers.', 'priority': 8}, {'goal_description': 'Add a Self‑Healing Service Supervisor that watches backend/frontend processes, restarts on crash, and reports status to the observability dashboard.', 'priority': 8}, {'goal_description': 'Integrate Prometheus‑compatible metrics and OpenTelemetry tracing for provider latency, error rates, and validation failures.', 'priority': 7}, {'goal_description': 'Design a Canary Release Engine to gradually enable backlog items (e.g., validation, fallback) in production while monitoring KPIs.', 'priority': 6}], 'key_performance_indicators': {'provider_success_rate': 'Percentage of requests completed without fallback (target ≥ 98%)', 'fallback_latency_overhead': 'Mean additional latency when fallback occurs (target ≤ 150\u202fms)', 'input_validation_error_rate': 'Rejected malformed requests (target ≤ 0.1% of total traffic)', 'service_uptime': 'Combined backend + frontend availability (target ≥ 99.95%)', 'auto‑restart_success': 'Successful auto‑restart within 30\u202fs of crash (target 100%)', 'observability_coverage': 'Percentage of code paths instrumented (target ≥ 95%)'}, 'potential_risks': ['Provider Mesh complexity could introduce race conditions or inconsistent state if health checks are mis‑timed.', 'Aggressive input validation may inadvertently block legitimate edge‑case queries, reducing utility.', 'Local model download size and hardware constraints might cause OOM or storage exhaustion on constrained nodes.', 'Self‑healing restarts could mask underlying systemic bugs, leading to silent degradation.', 'Canary rollout misconfiguration could expose unstable features to production traffic.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.4, 'cpu_iowait': 0.1, 'cpu_steal': 0.3, 'load_1m': 0.81494140625, 'memory_percent': 35.9, 'memory_available_gb': 4.97, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1081.8, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 46973}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328835 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 651 calls (651 free / 0 paid), 853,037 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,547,522.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.171 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.159 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1012 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider & model fallback orchestration', 'Zero‑trust input validation & sanitization layer', 'Automated local model provisioning & health‑check daemon', 'Self‑healing configuration & environment management', 'Scalable monitoring & KPI telemetry for long‑term stability'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback router that transparently retries across Ollama, OpenAI, Anthropic, Grok, Together, and VLLM on failure.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator (JSON Schema + type‑guards) for all external API endpoints, rejecting malformed or malicious payloads before processing.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer & model puller that runs at startup, verifies model integrity, and registers models in a local registry.', 'priority': 8}, {'goal_description': 'Introduce a self‑healing configuration manager that watches mindx_config.json, .env and virtual‑env health, auto‑recreates missing components, and logs corrective actions.', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics (fallback success rate, validation error count, model latency, env health) and expose a Grafana dashboard for continuous resilience monitoring.', 'priority': 6}, {'goal_description': 'Add a graceful shutdown/restart protocol for all MindX services to ensure no state loss during updates or failures.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after primary provider failure (target ≥ 99.5%)', 'validation_error_rate': 'Invalid request ratio per 10k calls (target ≤ 0.1%)', 'model_availability_uptime': 'Time local models are ready for inference (target ≥ 99.9% monthly)', 'environment_self_heal_time': 'Mean time to detect & repair missing dependencies (target ≤ 2 minutes)', 'service_restart_stability': 'Number of successful zero‑downtime restarts per month (target ≥ 30)'}, 'potential_risks': ['Cascade failures if fallback router introduces latency spikes under high load.', 'Model download size may exhaust disk space on constrained hosts.', 'Over‑strict validation could block legitimate edge‑case inputs, reducing functionality.', 'Self‑healing scripts might unintentionally overwrite custom configurations.', 'Metrics collection overhead could impact real‑time response performance.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.3, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.923828125, 'memory_percent': 36.1, 'memory_available_gb': 4.95, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1081.8, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 46908}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328781 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 637 calls (637 free / 0 paid), 825,738 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,512,546.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.186 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.171 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.159 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – Adaptive Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider & model fallback orchestration', 'Zero‑trust input validation & sanitization layer', 'Automated local model provisioning & health‑check daemon', 'Self‑healing configuration & environment management', 'Scalable monitoring & KPI telemetry for long‑term stability'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback router that transparently retries across Ollama, OpenAI, Anthropic, Grok, Together, and VLLM on failure.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator (JSON Schema + type‑guards) for all external API endpoints, rejecting malformed or malicious payloads before processing.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer & model puller that runs at startup, verifies model integrity, and registers models in a local registry.', 'priority': 8}, {'goal_description': 'Introduce a self‑healing configuration manager that watches mindx_config.json, .env and virtual‑env health, auto‑recreates missing components, and logs corrective actions.', 'priority': 7}, {'goal_description': 'Integrate Prometheus‑compatible metrics (fallback success rate, validation error count, model latency, env health) and expose a Grafana dashboard for continuous resilience monitoring.', 'priority': 6}, {'goal_description': 'Add a graceful shutdown/restart protocol for all MindX services to ensure no state loss during updates or failures.', 'priority': 5}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of requests successfully rerouted after primary provider failure (target ≥ 99.5%)', 'validation_error_rate': 'Invalid request ratio per 10k calls (target ≤ 0.1%)', 'model_availability_uptime': 'Time local models are ready for inference (target ≥ 99.9% monthly)', 'environment_self_heal_time': 'Mean time to detect & repair missing dependencies (target ≤ 2 minutes)', 'service_restart_stability': 'Number of successful zero‑downtime restarts per month (target ≥ 30)'}, 'potential_risks': ['Cascade failures if fallback router introduces latency spikes under high load.', 'Model download size may exhaust disk space on constrained hosts.', 'Over‑strict validation could block legitimate edge‑case inputs, reducing functionality.', 'Self‑healing scripts might unintentionally overwrite custom configurations.', 'Metrics collection overhead could impact real‑time response performance.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 1.4, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.64501953125, 'memory_percent': 35.7, 'memory_available_gb': 4.99, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1082.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 42575}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328772 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 635 calls (635 free / 0 paid), 828,911 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,508,703.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.208 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.196 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.200 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=1009 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 1.4, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.64501953125, 'memory_percent': 35.7, 'memory_available_gb': 4.99, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1082.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 42575}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328698 memories, 22 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 608 calls (608 free / 0 paid), 788,268 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,461,038.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.208 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.196 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.200 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 98.4, 'cpu_iowait': 0.0, 'cpu_steal': 0.3, 'load_1m': 2.701171875, 'memory_percent': 67.6, 'memory_available_gb': 2.51, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 13, 'self_rss_mb': 1077.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 40186}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- milestone:publication:post_819: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — sovereign identity, the protocol every agent carries (https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 819, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries/', 'title': 'mindX as a protocol — sovereign identity, the protocol every agent carries', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-sovereign-identity-the-protocol-every-agent-carries'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328624 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 582 calls (582 free / 0 paid), 752,832 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,418,205.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.232 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.220 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.226 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=1003 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & health‑monitoring layer', 'Zero‑trust input validation & schema enforcement', 'Self‑bootstrapping local inference stack (Ollama install + model cache)', 'Dynamic model selection engine for cost‑performance resilience', 'Automated backlog triage & continuous improvement pipeline', 'Observability, telemetry, and self‑healing orchestration'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback manager that detects LLM failures, retries with ranked alternates, and logs degradation metrics.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator (JSON Schema + OpenAPI) for all external API endpoints, rejecting malformed inputs before they reach the core.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer that provisions the runtime, pulls a curated minimal model set (e.g., granite4.1:3b, qwen3:1.7b) and verifies integrity.', 'priority': 8}, {'goal_description': 'Build a dynamic model selector that evaluates cost, latency, and token limits in real‑time, routing each request to the optimal model to preserve resources.', 'priority': 8}, {'goal_description': 'Design a backlog triage daemon that samples the 83k pending items, classifies by impact, auto‑generates PRs for high‑priority suggestions, and schedules low‑priority work.', 'priority': 7}, {'goal_description': 'Integrate health‑checks, Prometheus metrics, and alerting for provider latency, model load, and fallback events; add self‑healing scripts to restart services on anomaly.', 'priority': 7}], 'key_performance_indicators': {'fallback_success_rate': '≥ 98% of failed primary calls recovered via alternate provider', 'input_validation_error_rate': '≤ 0.1% of API requests rejected due to malformed payloads', 'local_model_uptime': '≥ 99.5% after Ollama auto‑install', 'average_response_latency': '≤ 800\u202fms for 80% of requests across selected models', 'backlog_processing_rate': '≥ 200 high‑impact items auto‑merged per week', 'observability_coverage': '100% of core services emit Prometheus metrics'}, 'potential_risks': ['Provider quota exhaustion during fallback storms causing cascading delays', 'Incorrect schema definitions leading to false negatives in validation', 'Ollama installation failures on constrained host environments', 'Model selection logic mis‑optimizing for cost vs. quality, degrading output', 'Automated PR generation introducing regressions without proper review', 'Telemetry overload impacting system performance if not rate‑limited'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.92138671875, 'memory_percent': 36.1, 'memory_available_gb': 4.96, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1077.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 37895}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328620 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 583 calls (583 free / 0 paid), 756,676 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,415,163.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.232 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.220 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.226 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=1003 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Core & Autonomous Ops', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider fallback & health‑monitoring layer', 'Zero‑trust input validation & schema enforcement', 'Self‑bootstrapping local inference stack (Ollama install + model cache)', 'Dynamic model selection engine for cost‑performance resilience', 'Automated backlog triage & continuous improvement pipeline', 'Observability, telemetry, and self‑healing orchestration'], 'bdi_todo_list': [{'goal_description': 'Implement a provider‑agnostic fallback manager that detects LLM failures, retries with ranked alternates, and logs degradation metrics.', 'priority': 10}, {'goal_description': 'Create a schema‑driven request validator (JSON Schema + OpenAPI) for all external API endpoints, rejecting malformed inputs before they reach the core.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer that provisions the runtime, pulls a curated minimal model set (e.g., granite4.1:3b, qwen3:1.7b) and verifies integrity.', 'priority': 8}, {'goal_description': 'Build a dynamic model selector that evaluates cost, latency, and token limits in real‑time, routing each request to the optimal model to preserve resources.', 'priority': 8}, {'goal_description': 'Design a backlog triage daemon that samples the 83k pending items, classifies by impact, auto‑generates PRs for high‑priority suggestions, and schedules low‑priority work.', 'priority': 7}, {'goal_description': 'Integrate health‑checks, Prometheus metrics, and alerting for provider latency, model load, and fallback events; add self‑healing scripts to restart services on anomaly.', 'priority': 7}], 'key_performance_indicators': {'fallback_success_rate': '≥ 98% of failed primary calls recovered via alternate provider', 'input_validation_error_rate': '≤ 0.1% of API requests rejected due to malformed payloads', 'local_model_uptime': '≥ 99.5% after Ollama auto‑install', 'average_response_latency': '≤ 800\u202fms for 80% of requests across selected models', 'backlog_processing_rate': '≥ 200 high‑impact items auto‑merged per week', 'observability_coverage': '100% of core services emit Prometheus metrics'}, 'potential_risks': ['Provider quota exhaustion during fallback storms causing cascading delays', 'Incorrect schema definitions leading to false negatives in validation', 'Ollama installation failures on constrained host environments', 'Model selection logic mis‑optimizing for cost vs. quality, degrading output', 'Automated PR generation introducing regressions without proper review', 'Telemetry overload impacting system performance if not rate‑limited'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.92138671875, 'memory_percent': 36.1, 'memory_available_gb': 4.96, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1077.2, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 37895}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328554 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 560 calls (560 free / 0 paid), 730,080 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,381,562.
- pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mastermind_prime (backlog_directive_selection): — backlog_idx=997 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=1000 priority=9 target=system reason: From improvement backlog - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.252 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.232 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 54.5, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 0.93994140625, 'memory_percent': 35.8, 'memory_available_gb': 4.98, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1079.8, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 35670}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328487 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 534 calls (534 free / 0 paid), 703,023 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,347,401.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.244 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.244 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=997 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.1, 'load_1m': 0.93798828125, 'memory_percent': 36.1, 'memory_available_gb': 4.96, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1081.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 33239}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328419 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 509 calls (509 free / 0 paid), 663,143 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,305,680.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.266 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.244 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.244 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 16.4, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.75830078125, 'memory_percent': 35.9, 'memory_available_gb': 4.97, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1081.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 30845}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328385 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 498 calls (498 free / 0 paid), 653,913 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,289,496.
- completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.281 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.269 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.279 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=994 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T13:13:58.225634 — 265.6s, last_quarter, 19 recommendations
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.1, 'load_1m': 1.25830078125, 'memory_percent': 36.2, 'memory_available_gb': 4.94, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 1082.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 22, 'self_uptime_seconds': 30672}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328341 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 483 calls (483 free / 0 paid), 631,205 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,263,864.
- failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 8: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.305 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.281 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.269 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.8, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.87353515625, 'memory_percent': 35.9, 'memory_available_gb': 4.97, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1074.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 26497}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328332 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 482 calls (482 free / 0 paid), 636,963 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,262,699.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.281 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.281 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=991 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Observability & KPI Dashboard for Longevity'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across the ranked list of available providers/models.', 'priority': 10}, {'goal_description': 'Create a comprehensive input validation framework for all external API endpoints (schema validation, type checking, rate limiting, authentication).', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer that pulls, verifies, and registers required models; include periodic health‑checks and auto‑restart on failure.', 'priority': 9}, {'goal_description': 'Implement a self‑healing configuration manager that detects missing .env keys, corrupted mindx_config.json, and auto‑recreates them from secure vault defaults.', 'priority': 8}, {'goal_description': 'Add structured logging, metrics (latency, error rates, fallback frequency) and a lightweight Grafana/Prometheus dashboard to monitor system resilience over time.', 'priority': 7}, {'goal_description': 'Introduce a version‑controlled improvement backlog processor that periodically triages pending items, de‑duplicates duplicates, and escalates high‑priority suggestions.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of failed primary LLM calls successfully recovered by fallback (target ≥ 98%)', 'input_validation_error_rate': 'invalid request rejections per 10k requests (target ≤ 2)', 'model_deployment_uptime': 'time local models are healthy and serving (target ≥ 99.9% monthly)', 'self_healing_recovery_time': 'average time to auto‑repair missing config or env variables (target ≤ 30 seconds)', 'observability_coverage': 'percentage of critical code paths emitting metrics/logs (target ≥ 95%)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider ranking is not optimized.', 'Automated model pulling could exhaust disk or bandwidth on constrained hosts.', 'Over‑strict input validation might reject legitimate edge‑case queries, reducing utility.', 'Self‑healing mechanisms could mask deeper systemic bugs if not logged adequately.', 'Complexity of multi‑provider management may increase maintenance burden without proper documentation.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.8, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.87353515625, 'memory_percent': 35.9, 'memory_available_gb': 4.97, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1074.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 26497}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328267 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 462 calls (462 free / 0 paid), 609,285 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,225,393.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.305 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.281 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.281 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Observability & KPI Dashboard for Longevity'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across the ranked list of available providers/models.', 'priority': 10}, {'goal_description': 'Create a comprehensive input validation framework for all external API endpoints (schema validation, type checking, rate limiting, authentication).', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer that pulls, verifies, and registers required models; include periodic health‑checks and auto‑restart on failure.', 'priority': 9}, {'goal_description': 'Implement a self‑healing configuration manager that detects missing .env keys, corrupted mindx_config.json, and auto‑recreates them from secure vault defaults.', 'priority': 8}, {'goal_description': 'Add structured logging, metrics (latency, error rates, fallback frequency) and a lightweight Grafana/Prometheus dashboard to monitor system resilience over time.', 'priority': 7}, {'goal_description': 'Introduce a version‑controlled improvement backlog processor that periodically triages pending items, de‑duplicates duplicates, and escalates high‑priority suggestions.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of failed primary LLM calls successfully recovered by fallback (target ≥ 98%)', 'input_validation_error_rate': 'invalid request rejections per 10k requests (target ≤ 2)', 'model_deployment_uptime': 'time local models are healthy and serving (target ≥ 99.9% monthly)', 'self_healing_recovery_time': 'average time to auto‑repair missing config or env variables (target ≤ 30 seconds)', 'observability_coverage': 'percentage of critical code paths emitting metrics/logs (target ≥ 95%)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider ranking is not optimized.', 'Automated model pulling could exhaust disk or bandwidth on constrained hosts.', 'Over‑strict input validation might reject legitimate edge‑case queries, reducing utility.', 'Self‑healing mechanisms could mask deeper systemic bugs if not logged adequately.', 'Complexity of multi‑provider management may increase maintenance burden without proper documentation.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.4, 'cpu_steal': 1.8, 'load_1m': 2.33349609375, 'memory_percent': 65.7, 'memory_available_gb': 2.66, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 1076.0, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 24107}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328202 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 458 calls (458 free / 0 paid), 603,991 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,185,808.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.306 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.293 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=985 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Observability & KPI Dashboard for Longevity'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across the ranked list of available providers/models.', 'priority': 10}, {'goal_description': 'Create a comprehensive input validation framework for all external API endpoints (schema validation, type checking, rate limiting, authentication).', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer that pulls, verifies, and registers required models; include periodic health‑checks and auto‑restart on failure.', 'priority': 9}, {'goal_description': 'Implement a self‑healing configuration manager that detects missing .env keys, corrupted mindx_config.json, and auto‑recreates them from secure vault defaults.', 'priority': 8}, {'goal_description': 'Add structured logging, metrics (latency, error rates, fallback frequency) and a lightweight Grafana/Prometheus dashboard to monitor system resilience over time.', 'priority': 7}, {'goal_description': 'Introduce a version‑controlled improvement backlog processor that periodically triages pending items, de‑duplicates duplicates, and escalates high‑priority suggestions.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of failed primary LLM calls successfully recovered by fallback (target ≥ 98%)', 'input_validation_error_rate': 'invalid request rejections per 10k requests (target ≤ 2)', 'model_deployment_uptime': 'time local models are healthy and serving (target ≥ 99.9% monthly)', 'self_healing_recovery_time': 'average time to auto‑repair missing config or env variables (target ≤ 30 seconds)', 'observability_coverage': 'percentage of critical code paths emitting metrics/logs (target ≥ 95%)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider ranking is not optimized.', 'Automated model pulling could exhaust disk or bandwidth on constrained hosts.', 'Over‑strict input validation might reject legitimate edge‑case queries, reducing utility.', 'Self‑healing mechanisms could mask deeper systemic bugs if not logged adequately.', 'Complexity of multi‑provider management may increase maintenance burden without proper documentation.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.8, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.81982421875, 'memory_percent': 35.7, 'memory_available_gb': 4.98, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1072.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 21699}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328200 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 468 calls (468 free / 0 paid), 618,070 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,185,808.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.306 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.293 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=985 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine – v0.5.0 Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider & Model Fallback Layer', 'Zero‑Trust Input Validation & Sanitization', 'Automated Local Model Deployment & Health‑Check', 'Self‑Healing Configuration & Dependency Management', 'Observability & KPI Dashboard for Longevity'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑agnostic fallback orchestrator that transparently retries failed LLM calls across the ranked list of available providers/models.', 'priority': 10}, {'goal_description': 'Create a comprehensive input validation framework for all external API endpoints (schema validation, type checking, rate limiting, authentication).', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer that pulls, verifies, and registers required models; include periodic health‑checks and auto‑restart on failure.', 'priority': 9}, {'goal_description': 'Implement a self‑healing configuration manager that detects missing .env keys, corrupted mindx_config.json, and auto‑recreates them from secure vault defaults.', 'priority': 8}, {'goal_description': 'Add structured logging, metrics (latency, error rates, fallback frequency) and a lightweight Grafana/Prometheus dashboard to monitor system resilience over time.', 'priority': 7}, {'goal_description': 'Introduce a version‑controlled improvement backlog processor that periodically triages pending items, de‑duplicates duplicates, and escalates high‑priority suggestions.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': 'percentage of failed primary LLM calls successfully recovered by fallback (target ≥ 98%)', 'input_validation_error_rate': 'invalid request rejections per 10k requests (target ≤ 2)', 'model_deployment_uptime': 'time local models are healthy and serving (target ≥ 99.9% monthly)', 'self_healing_recovery_time': 'average time to auto‑repair missing config or env variables (target ≤ 30 seconds)', 'observability_coverage': 'percentage of critical code paths emitting metrics/logs (target ≥ 95%)'}, 'potential_risks': ['Fallback orchestration may introduce latency spikes if provider ranking is not optimized.', 'Automated model pulling could exhaust disk or bandwidth on constrained hosts.', 'Over‑strict input validation might reject legitimate edge‑case queries, reducing utility.', 'Self‑healing mechanisms could mask deeper systemic bugs if not logged adequately.', 'Complexity of multi‑provider management may increase maintenance burden without proper documentation.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.8, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.81982421875, 'memory_percent': 35.7, 'memory_available_gb': 4.98, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1072.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 21699}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328133 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 458 calls (458 free / 0 paid), 610,235 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,152,640.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.318 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.318 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=979 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=982 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Core v0.5.0 – Adaptive Provider Mesh & Self‑Healing Runtime', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic multi‑provider orchestration with automatic fallback and load‑balancing', 'Robust input validation and schema enforcement for all external APIs', 'Automated local model provisioning (Ollama) and health‑check pipelines', 'Self‑healing service manager that detects, isolates, and recovers from component failures', 'Telemetry‑driven continuous improvement loop feeding the backlog reduction engine'], 'bdi_todo_list': [{'goal_description': 'Implement Provider Mesh Engine that selects the optimal LLM provider per request, monitors latency/availability, and transparently falls back on failure.', 'priority': 10}, {'goal_description': 'Create a unified JSON‑Schema validation layer for all inbound API payloads, rejecting malformed requests before they reach core logic.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer & model puller that verifies model integrity and registers them in the provider registry.', 'priority': 8}, {'goal_description': 'Introduce a Watchdog Supervisor that watches backend services, restarts crashed containers, and logs root‑cause diagnostics.', 'priority': 8}, {'goal_description': 'Add telemetry hooks (request latency, error rates, provider health) feeding a real‑time dashboard and auto‑tuning feedback loop.', 'priority': 7}, {'goal_description': 'Refactor configuration management to support versioned provider profiles and graceful hot‑reload without downtime.', 'priority': 6}, {'goal_description': 'Integrate backlog triage automation that prioritizes pending items based on impact scores derived from telemetry KPIs.', 'priority': 5}], 'key_performance_indicators': {'provider_success_rate': 'Percentage of requests completed without fallback (target ≥ 96%)', 'fallback_latency_penalty': 'Average added latency when fallback occurs (target ≤ 150\u202fms)', 'input_validation_rejection_rate': 'Invalid request rejections per 1k requests (target ≤ 2)', 'service_uptime': 'Combined backend/frontend uptime (target ≥ 99.95%)', 'automatic_recovery_time': 'Mean time to recover from a service crash (target ≤ 30\u202fs)', 'backlog_reduction_rate': 'Number of backlog items resolved per week (target ≥ 500)', 'model_provision_success': 'Successful local model install & registration rate (target 100%)'}, 'potential_risks': ['Provider Mesh complexity could introduce race conditions or inconsistent state if not properly synchronized.', 'Aggressive fallback may mask underlying provider outages, delaying root‑cause remediation.', 'Automated Ollama installation may fail on environments lacking required system dependencies, leading to partial deployments.', 'Telemetry collection overhead could impact latency for high‑throughput workloads.', 'Self‑healing supervisor misidentifying healthy services as faulty could cause unnecessary restarts (flapping).', 'Schema over‑validation might reject legitimate edge‑case inputs, reducing system flexibility.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.7421875, 'memory_percent': 35.9, 'memory_available_gb': 4.97, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1072.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 19379}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328069 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 458 calls (458 free / 0 paid), 611,779 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,116,918.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.318 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.318 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=979 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Core v0.5.0 – Adaptive Provider Mesh & Self‑Healing Runtime', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic multi‑provider orchestration with automatic fallback and load‑balancing', 'Robust input validation and schema enforcement for all external APIs', 'Automated local model provisioning (Ollama) and health‑check pipelines', 'Self‑healing service manager that detects, isolates, and recovers from component failures', 'Telemetry‑driven continuous improvement loop feeding the backlog reduction engine'], 'bdi_todo_list': [{'goal_description': 'Implement Provider Mesh Engine that selects the optimal LLM provider per request, monitors latency/availability, and transparently falls back on failure.', 'priority': 10}, {'goal_description': 'Create a unified JSON‑Schema validation layer for all inbound API payloads, rejecting malformed requests before they reach core logic.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer & model puller that verifies model integrity and registers them in the provider registry.', 'priority': 8}, {'goal_description': 'Introduce a Watchdog Supervisor that watches backend services, restarts crashed containers, and logs root‑cause diagnostics.', 'priority': 8}, {'goal_description': 'Add telemetry hooks (request latency, error rates, provider health) feeding a real‑time dashboard and auto‑tuning feedback loop.', 'priority': 7}, {'goal_description': 'Refactor configuration management to support versioned provider profiles and graceful hot‑reload without downtime.', 'priority': 6}, {'goal_description': 'Integrate backlog triage automation that prioritizes pending items based on impact scores derived from telemetry KPIs.', 'priority': 5}], 'key_performance_indicators': {'provider_success_rate': 'Percentage of requests completed without fallback (target ≥ 96%)', 'fallback_latency_penalty': 'Average added latency when fallback occurs (target ≤ 150\u202fms)', 'input_validation_rejection_rate': 'Invalid request rejections per 1k requests (target ≤ 2)', 'service_uptime': 'Combined backend/frontend uptime (target ≥ 99.95%)', 'automatic_recovery_time': 'Mean time to recover from a service crash (target ≤ 30\u202fs)', 'backlog_reduction_rate': 'Number of backlog items resolved per week (target ≥ 500)', 'model_provision_success': 'Successful local model install & registration rate (target 100%)'}, 'potential_risks': ['Provider Mesh complexity could introduce race conditions or inconsistent state if not properly synchronized.', 'Aggressive fallback may mask underlying provider outages, delaying root‑cause remediation.', 'Automated Ollama installation may fail on environments lacking required system dependencies, leading to partial deployments.', 'Telemetry collection overhead could impact latency for high‑throughput workloads.', 'Self‑healing supervisor misidentifying healthy services as faulty could cause unnecessary restarts (flapping).', 'Schema over‑validation might reject legitimate edge‑case inputs, reducing system flexibility.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 4.3, 'cpu_iowait': 0.3, 'cpu_steal': 0.3, 'load_1m': 0.86865234375, 'memory_percent': 35.8, 'memory_available_gb': 4.98, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1072.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 17025}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 328008 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 464 calls (464 free / 0 paid), 625,449 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,086,386.
- pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests
- mastermind_prime (backlog_directive_selection): — backlog_idx=976 priority=9 target=system reason: From improvement backlog - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.345 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.318 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.318 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Core v0.5.0 – Adaptive Provider Mesh & Self‑Healing Runtime', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Dynamic multi‑provider orchestration with automatic fallback and load‑balancing', 'Robust input validation and schema enforcement for all external APIs', 'Automated local model provisioning (Ollama) and health‑check pipelines', 'Self‑healing service manager that detects, isolates, and recovers from component failures', 'Telemetry‑driven continuous improvement loop feeding the backlog reduction engine'], 'bdi_todo_list': [{'goal_description': 'Implement Provider Mesh Engine that selects the optimal LLM provider per request, monitors latency/availability, and transparently falls back on failure.', 'priority': 10}, {'goal_description': 'Create a unified JSON‑Schema validation layer for all inbound API payloads, rejecting malformed requests before they reach core logic.', 'priority': 9}, {'goal_description': 'Develop an automated Ollama installer & model puller that verifies model integrity and registers them in the provider registry.', 'priority': 8}, {'goal_description': 'Introduce a Watchdog Supervisor that watches backend services, restarts crashed containers, and logs root‑cause diagnostics.', 'priority': 8}, {'goal_description': 'Add telemetry hooks (request latency, error rates, provider health) feeding a real‑time dashboard and auto‑tuning feedback loop.', 'priority': 7}, {'goal_description': 'Refactor configuration management to support versioned provider profiles and graceful hot‑reload without downtime.', 'priority': 6}, {'goal_description': 'Integrate backlog triage automation that prioritizes pending items based on impact scores derived from telemetry KPIs.', 'priority': 5}], 'key_performance_indicators': {'provider_success_rate': 'Percentage of requests completed without fallback (target ≥ 96%)', 'fallback_latency_penalty': 'Average added latency when fallback occurs (target ≤ 150\u202fms)', 'input_validation_rejection_rate': 'Invalid request rejections per 1k requests (target ≤ 2)', 'service_uptime': 'Combined backend/frontend uptime (target ≥ 99.95%)', 'automatic_recovery_time': 'Mean time to recover from a service crash (target ≤ 30\u202fs)', 'backlog_reduction_rate': 'Number of backlog items resolved per week (target ≥ 500)', 'model_provision_success': 'Successful local model install & registration rate (target 100%)'}, 'potential_risks': ['Provider Mesh complexity could introduce race conditions or inconsistent state if not properly synchronized.', 'Aggressive fallback may mask underlying provider outages, delaying root‑cause remediation.', 'Automated Ollama installation may fail on environments lacking required system dependencies, leading to partial deployments.', 'Telemetry collection overhead could impact latency for high‑throughput workloads.', 'Self‑healing supervisor misidentifying healthy services as faulty could cause unnecessary restarts (flapping).', 'Schema over‑validation might reject legitimate edge‑case inputs, reducing system flexibility.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.8, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 0.9814453125, 'memory_percent': 35.7, 'memory_available_gb': 4.98, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1089.0, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 14676}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327984 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 458 calls (458 free / 0 paid), 620,998 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,073,787.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.330 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.330 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=976 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 1.0498046875, 'memory_percent': 36.1, 'memory_available_gb': 4.96, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1089.0, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 14496}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327936 memories, 21 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 458 calls (458 free / 0 paid), 617,488 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,044,863.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.359 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.330 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.330 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.3, 'load_1m': 1.32470703125, 'memory_percent': 67.4, 'memory_available_gb': 2.52, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 10, 'self_rss_mb': 1086.0, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 22, 'self_uptime_seconds': 12229}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- milestone:publication:post_817: {'category': 'publication', 'summary': "Published article: mindX as a protocol — memory as a tiered protocol — distribute, don't delete (https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 817, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete/', 'title': "mindX as a protocol — memory as a tiered protocol — distribute, don't delete", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-memory-as-a-tiered-protocol-distribute-dont-delete'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327866 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 454 calls (454 free / 0 paid), 608,658 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 10,004,482.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.354 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.354 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=970 priority=9 target=system reason: From improvement backlog - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.372 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.7, 'cpu_iowait': 0.0, 'cpu_steal': 0.5, 'load_1m': 0.8046875, 'memory_percent': 36.0, 'memory_available_gb': 4.96, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 1081.3, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 22, 'self_uptime_seconds': 9880}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327797 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 430 calls (430 free / 0 paid), 572,700 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 9,964,031.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.385 top3=[openai/gpt-oss - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.354 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.354 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.4, 'load_1m': 0.6943359375, 'memory_percent': 36.1, 'memory_available_gb': 4.96, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 1079.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 7504}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327760 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 439 calls (439 free / 0 paid), 594,470 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 9,945,746.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.379 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.367 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=964 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=967 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Redundancy & Continuous Self‑Improvement', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider & model fallback orchestration', 'Zero‑trust input validation & sanitization layer', 'Automated local model provisioning & health‑check daemon', 'Self‑healing configuration & environment management', 'Prioritized backlog triage & incremental learning loop'], 'bdi_todo_list': [{'goal_description': 'Design and implement a Provider‑Fallback Engine that dynamically selects alternative LLM providers/models on failure, with latency‑aware ranking.', 'priority': 10}, {'goal_description': 'Create a unified Input Validation Framework for all external API endpoints, enforcing schema, type, and rate limits.', 'priority': 9}, {'goal_description': 'Develop an Ollama installer & model‑sync service that ensures required local models are present, verified, and kept up‑to‑date.', 'priority': 8}, {'goal_description': 'Introduce a Self‑Healing Configurator that monitors environment health (virtualenv, .env, mindx_config.json) and auto‑remediates drift.', 'priority': 7}, {'goal_description': 'Implement a Backlog Prioritization Engine that samples the 83k backlog, extracts high‑impact items, and feeds them into an iterative improvement pipeline.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': '≥ 98% of requests recover from primary provider failure within 200\u202fms', 'input_validation_pass_rate': '≥ 99.9% of incoming API calls validated without error', 'local_model_uptime': '≥ 99.5% availability of required Ollama models', 'self_healing_recovery_time': 'Mean Time to Recovery (MTTR) ≤ 30\u202fseconds for env/config issues', 'backlog_processing_throughput': '≥ 100 high‑priority improvement items closed per week'}, 'potential_risks': ['Complexity of multi‑provider orchestration may introduce race conditions or inconsistent state.', 'Over‑aggressive input validation could break legitimate integrations.', 'Local model installation may exhaust disk or memory resources on constrained hosts.', 'Self‑healing scripts might unintentionally overwrite custom configurations.', 'Automated backlog triage could prioritize low‑value items if ranking heuristics are mis‑tuned.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.1, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 1.0048828125, 'memory_percent': 65.8, 'memory_available_gb': 2.65, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 1079.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 7295}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327727 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 436 calls (436 free / 0 paid), 589,598 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 9,927,123.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.379 top3=[openai/gpt-oss- - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=openai/gpt-oss-120b:free score=0.367 top3=[openai/gpt-oss- - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=964 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Upgrade – Adaptive Redundancy & Continuous Self‑Improvement', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust provider & model fallback orchestration', 'Zero‑trust input validation & sanitization layer', 'Automated local model provisioning & health‑check daemon', 'Self‑healing configuration & environment management', 'Prioritized backlog triage & incremental learning loop'], 'bdi_todo_list': [{'goal_description': 'Design and implement a Provider‑Fallback Engine that dynamically selects alternative LLM providers/models on failure, with latency‑aware ranking.', 'priority': 10}, {'goal_description': 'Create a unified Input Validation Framework for all external API endpoints, enforcing schema, type, and rate limits.', 'priority': 9}, {'goal_description': 'Develop an Ollama installer & model‑sync service that ensures required local models are present, verified, and kept up‑to‑date.', 'priority': 8}, {'goal_description': 'Introduce a Self‑Healing Configurator that monitors environment health (virtualenv, .env, mindx_config.json) and auto‑remediates drift.', 'priority': 7}, {'goal_description': 'Implement a Backlog Prioritization Engine that samples the 83k backlog, extracts high‑impact items, and feeds them into an iterative improvement pipeline.', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': '≥ 98% of requests recover from primary provider failure within 200\u202fms', 'input_validation_pass_rate': '≥ 99.9% of incoming API calls validated without error', 'local_model_uptime': '≥ 99.5% availability of required Ollama models', 'self_healing_recovery_time': 'Mean Time to Recovery (MTTR) ≤ 30\u202fseconds for env/config issues', 'backlog_processing_throughput': '≥ 100 high‑priority improvement items closed per week'}, 'potential_risks': ['Complexity of multi‑provider orchestration may introduce race conditions or inconsistent state.', 'Over‑aggressive input validation could break legitimate integrations.', 'Local model installation may exhaust disk or memory resources on constrained hosts.', 'Self‑healing scripts might unintentionally overwrite custom configurations.', 'Automated backlog triage could prioritize low‑value items if ranking heuristics are mis‑tuned.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 1.10498046875, 'memory_percent': 35.8, 'memory_available_gb': 4.98, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 1079.7, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5264}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327657 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 426 calls (426 free / 0 paid), 576,220 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/OpenInference. All-time tokens: 9,886,132.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.467 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.453 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.440 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.427 top3=[openai/gpt-oss- - mastermind_prime (backlog_directive_selection): — backlog_idx=961 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 3.6, 'cpu_iowait': 0.2, 'cpu_steal': 0.4, 'load_1m': 0.830078125, 'memory_percent': 35.7, 'memory_available_gb': 4.98, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 15, 'self_rss_mb': 1076.2, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 23, 'self_uptime_seconds': 2788}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327584 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 421 calls (421 free / 0 paid), 576,522 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,847,947.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.507 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.493 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.480 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.480 top3=[openai/gpt-oss- - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.467 top3=[openai/gpt-oss-
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T05:09:30.869529 — 177.4s, last_quarter, 19 recommendations
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 57.1, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 0.78515625, 'memory_percent': 75.0, 'memory_available_gb': 1.94, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 898.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 94803}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327537 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 429 calls (429 free / 0 paid), 616,976 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,842,865.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: validation.input_validator: Implement comprehensive input validation for API requests
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=inclusionai/ling-2.6-1t:free score=0.549 top3=[inclusiona - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=inclusionai/ling-2.6-1t:free score=0.600 top3=[inclusion - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=inclusionai/ling-2.6-1t:free score=0.600 top3=[inclusion
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 57.1, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 0.78515625, 'memory_percent': 75.0, 'memory_available_gb': 1.94, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 898.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 94803}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327537 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 429 calls (429 free / 0 paid), 616,976 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,842,865.
- failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=inclusionai/ling-2.6-1t:free score=0.549 top3=[inclusiona - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=inclusionai/ling-2.6-1t:free score=0.600 top3=[inclusion - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=inclusionai/ling-2.6-1t:free score=0.600 top3=[inclusion
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 57.1, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 0.78515625, 'memory_percent': 75.0, 'memory_available_gb': 1.94, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 898.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 94803}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327487 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 426 calls (426 free / 0 paid), 618,336 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,841,751.
- failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mastermind_prime (backlog_directive_selection): — backlog_idx=1081 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 57.1, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 0.78515625, 'memory_percent': 75.0, 'memory_available_gb': 1.94, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 898.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 94803}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327436 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 438 calls (438 free / 0 paid), 642,234 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,831,360.
- failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 92.9, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 2.3154296875, 'memory_percent': 73.9, 'memory_available_gb': 2.02, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 19, 'self_rss_mb': 890.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 24, 'self_uptime_seconds': 92961}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327355 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 444 calls (444 free / 0 paid), 676,534 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,819,265.
- failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.63134765625, 'memory_percent': 48.1, 'memory_available_gb': 4.03, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 26, 'self_rss_mb': 882.8, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 27, 'self_uptime_seconds': 90966}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327291 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 424 calls (424 free / 0 paid), 668,964 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,806,828.
- failed (mindx_meta_agent, autonomous_loop): Cycle 23 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 23: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.030 top3=[inclusionai
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.89794921875, 'memory_percent': 61.2, 'memory_available_gb': 3.01, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 689.8, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 89121}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327235 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 428 calls (428 free / 0 paid), 690,348 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,795,517.
- pending (mindx_meta_agent, autonomous_loop): Cycle 23: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mastermind_prime (backlog_directive_selection): — backlog_idx=1069 priority=9 target=system reason: From improvement backlog - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.106 top3=[inclusiona - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.098 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.086 top3=[inclusionai
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-09T02:23:14.322228 — 230.6s, last_quarter, 19 recommendations
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 62.5, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 2.21533203125, 'memory_percent': 59.5, 'memory_available_gb': 3.14, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 11, 'self_rss_mb': 688.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 22, 'self_uptime_seconds': 87282}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Chapter published: day 23/28 — Services — waning crescent
System snapshot: 327194 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 427 calls (427 free / 0 paid), 687,373 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,788,256.
- failed (mindx_meta_agent, autonomous_loop): Cycle 22 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 22: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.098 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.086 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1066 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 1.0, 'cpu_steal': 0.0, 'load_1m': 1.04638671875, 'memory_percent': 59.5, 'memory_available_gb': 3.14, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 565.6, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 85418}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327161 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 434 calls (434 free / 0 paid), 691,751 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,781,329.
- failed (mindx_meta_agent, autonomous_loop): Cycle 22 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 22: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.106 top3=[inclusiona - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.098 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.086 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 40.0, 'cpu_iowait': 1.0, 'cpu_steal': 0.0, 'load_1m': 1.0615234375, 'memory_percent': 59.2, 'memory_available_gb': 3.17, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 565.5, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 83578}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327121 memories, 20 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 451 calls (451 free / 0 paid), 713,165 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,773,888.
- failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.122 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.110 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1060 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 44.4, 'cpu_iowait': 1.0, 'cpu_steal': 0.0, 'load_1m': 1.00146484375, 'memory_percent': 49.9, 'memory_available_gb': 3.89, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 565.5, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 81734}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- milestone:publication:post_811: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — the Gödel machine, optimization as a first principle (https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 811, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle/', 'title': 'mindX as a protocol — the Gödel machine, optimization as a first principle', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-godel-machine-optimization-as-a-first-principle'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327088 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 478 calls (478 free / 0 paid), 748,288 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,766,724.
- failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.133 top3=[inclusiona - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.122 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.110 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 60.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.15234375, 'memory_percent': 59.1, 'memory_available_gb': 3.17, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 563.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 79894}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327048 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 503 calls (503 free / 0 paid), 785,622 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,759,508.
- failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.147 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.134 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1054 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.9775390625, 'memory_percent': 59.0, 'memory_available_gb': 3.18, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 558.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 78050}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 327015 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 502 calls (502 free / 0 paid), 778,964 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,752,626.
- failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mastermind_prime (backlog_directive_selection): — backlog_idx=1051 priority=9 target=system reason: From improvement backlog - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.147 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.134 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 2.0, 'load_1m': 1.5380859375, 'memory_percent': 59.8, 'memory_available_gb': 3.12, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 558.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 76212}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326975 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 503 calls (503 free / 0 paid), 775,993 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,744,980.
- failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.171 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.159 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1048 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 1.0, 'cpu_steal': 1.0, 'load_1m': 1.08544921875, 'memory_percent': 59.6, 'memory_available_gb': 3.13, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 558.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 74374}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326942 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 502 calls (502 free / 0 paid), 769,277 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,738,040.
- failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.186 top3=[inclusiona - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.171 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.159 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.01904296875, 'memory_percent': 59.2, 'memory_available_gb': 3.16, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 559.6, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 70546}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326933 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 504 calls (504 free / 0 paid), 773,935 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,737,592.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.196 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.183 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1045 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.01904296875, 'memory_percent': 59.2, 'memory_available_gb': 3.16, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 9, 'self_rss_mb': 559.6, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 70546}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326900 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 502 calls (502 free / 0 paid), 767,033 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,730,690.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.212 top3=[inclusiona - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.196 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.183 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 62.5, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.92822265625, 'memory_percent': 50.5, 'memory_available_gb': 3.84, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 559.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 66717}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326898 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 506 calls (506 free / 0 paid), 771,531 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,730,690.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.212 top3=[inclusiona - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.196 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.183 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 62.5, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.92822265625, 'memory_percent': 50.5, 'memory_available_gb': 3.84, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 559.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 66717}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326889 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 505 calls (505 free / 0 paid), 771,307 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,730,242.
- failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.220 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.208 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1039 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=1042 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 62.5, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.92822265625, 'memory_percent': 50.5, 'memory_available_gb': 3.84, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 7, 'self_rss_mb': 559.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 66717}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326856 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 504 calls (504 free / 0 paid), 766,496 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,723,090.
- failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.220 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.208 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1039 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.78466796875, 'memory_percent': 50.1, 'memory_available_gb': 3.87, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 560.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 64873}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326816 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 505 calls (505 free / 0 paid), 763,313 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,715,705.
- failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.244 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1033 priority=9 target=system reason: From improvement backlog - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.253 top3=[inclusionai - mastermind_prime (backlog_directive_selection): — backlog_idx=1036 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.65478515625, 'memory_percent': 58.9, 'memory_available_gb': 3.19, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 11, 'self_rss_mb': 559.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 62879}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326781 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 505 calls (505 free / 0 paid), 756,590 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,708,534.
- failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.257 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.244 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1033 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.16650390625, 'memory_percent': 60.7, 'memory_available_gb': 3.05, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 642.0, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 61033}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326741 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 502 calls (502 free / 0 paid), 749,527 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,701,247.
- completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.281 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.269 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1027 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=1030 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T18:19:21.833542 — 209.1s, last_quarter, 19 recommendations
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 53.3, 'cpu_iowait': 0.0, 'cpu_steal': 2.0, 'load_1m': 0.45068359375, 'memory_percent': 51.3, 'memory_available_gb': 3.78, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 640.1, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 59195}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326707 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 504 calls (504 free / 0 paid), 744,995 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,694,485.
- failed (mindx_meta_agent, autonomous_loop): Cycle 15 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 15: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: Optimize CPU usage. Agents: none
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.281 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.269 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1027 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 58.3, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.99462890625, 'memory_percent': 60.0, 'memory_available_gb': 3.1, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 7, 'self_rss_mb': 549.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 57353}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326667 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 501 calls (501 free / 0 paid), 737,542 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,686,808.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 13: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.306 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.293 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1021 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=1024 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 44.4, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.9375, 'memory_percent': 59.8, 'memory_available_gb': 3.12, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 7, 'self_rss_mb': 550.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 55508}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326634 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 503 calls (503 free / 0 paid), 734,537 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,679,792.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 13: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.306 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.293 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1021 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 55.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.1640625, 'memory_percent': 59.7, 'memory_available_gb': 3.12, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 550.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 53664}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326600 memories, 19 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 502 calls (502 free / 0 paid), 727,739 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,672,770.
- pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 13: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests
- mastermind_prime (backlog_directive_selection): — backlog_idx=1018 priority=9 target=system reason: From improvement backlog - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.332 top3=[inclusiona - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.306 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.293 top3=[inclusionai
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 55.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.03125, 'memory_percent': 59.4, 'memory_available_gb': 3.15, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 550.4, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 51810}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- milestone:publication:post_809: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — multi-stream inference, mindX in parallel (https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 809, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel/', 'title': 'mindX as a protocol — multi-stream inference, mindX in parallel', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-multi-stream-inference-mindx-in-parallel'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326561 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 501 calls (501 free / 0 paid), 722,966 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,665,373.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 13: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.330 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.318 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1015 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 1.0, 'load_1m': 1.25244140625, 'memory_percent': 59.4, 'memory_available_gb': 3.15, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 11, 'self_rss_mb': 550.0, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 49968}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326528 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 500 calls (500 free / 0 paid), 716,304 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,658,487.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 13: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mastermind_prime (backlog_directive_selection): — backlog_idx=1012 priority=9 target=system reason: From improvement backlog - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.330 top3=[inclusionai - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.318 top3=[inclusionai - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 3.0, 'load_1m': 1.408203125, 'memory_percent': 59.5, 'memory_available_gb': 3.14, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 15, 'self_rss_mb': 549.9, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 22, 'self_uptime_seconds': 48121}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326488 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 501 calls (501 free / 0 paid), 713,763 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,651,482.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.342 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.330 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1009 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Fallback & Provider Orchestration', 'Comprehensive Input Validation & Sanitization', 'Self-Healing Infrastructure & Auto‑Remediation', 'Continuous Model Evaluation & Knowledge Distillation', 'Observability, Metrics‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Design and implement a dynamic provider selection layer that ranks LLMs by latency, cost, and health, with automatic failover.', 'priority': 9}, {'goal_description': 'Deploy a centralized validation middleware that enforces schema, type, and security checks on all inbound/outbound API payloads.', 'priority': 9}, {'goal_description': 'Create health‑check agents that restart failing services, roll back bad deployments, and trigger scaling policies based on resource thresholds.', 'priority': 8}, {'goal_description': 'Establish a model‑performance dashboard that continuously benchmarks available models against task‑specific metrics and triggers automatic promotion/demotion.', 'priority': 7}, {'goal_description': 'Integrate distributed tracing, structured logging, and alerting to provide real‑time visibility into system behavior and SLA compliance.', 'priority': 8}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'fallback_success_rate_percent': 98, 'input_validation_error_rate_percent': 0.1, 'model_benchmark_improvement_per_month_percent': 2, 'backlog_resolution_rate_items_per_day': 150}, 'potential_risks': ['Increased complexity leading to harder debugging', 'Dependency on external provider APIs introducing latency or cost volatility', 'Risk of validation bottlenecks under high request volume', 'Potential model drift if continuous evaluation not properly scoped', 'Security surface expansion with new middleware components'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.00146484375, 'memory_percent': 59.6, 'memory_available_gb': 3.13, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 549.7, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 21, 'self_uptime_seconds': 46258}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326455 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 501 calls (501 free / 0 paid), 707,107 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,644,378.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.371 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.342 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.330 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Adaptive Fallback & Provider Orchestration', 'Comprehensive Input Validation & Sanitization', 'Self-Healing Infrastructure & Auto‑Remediation', 'Continuous Model Evaluation & Knowledge Distillation', 'Observability, Metrics‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Design and implement a dynamic provider selection layer that ranks LLMs by latency, cost, and health, with automatic failover.', 'priority': 9}, {'goal_description': 'Deploy a centralized validation middleware that enforces schema, type, and security checks on all inbound/outbound API payloads.', 'priority': 9}, {'goal_description': 'Create health‑check agents that restart failing services, roll back bad deployments, and trigger scaling policies based on resource thresholds.', 'priority': 8}, {'goal_description': 'Establish a model‑performance dashboard that continuously benchmarks available models against task‑specific metrics and triggers automatic promotion/demotion.', 'priority': 7}, {'goal_description': 'Integrate distributed tracing, structured logging, and alerting to provide real‑time visibility into system behavior and SLA compliance.', 'priority': 8}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'fallback_success_rate_percent': 98, 'input_validation_error_rate_percent': 0.1, 'model_benchmark_improvement_per_month_percent': 2, 'backlog_resolution_rate_items_per_day': 150}, 'potential_risks': ['Increased complexity leading to harder debugging', 'Dependency on external provider APIs introducing latency or cost volatility', 'Risk of validation bottlenecks under high request volume', 'Potential model drift if continuous evaluation not properly scoped', 'Security surface expansion with new middleware components'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 3.0, 'load_1m': 1.732421875, 'memory_percent': 59.0, 'memory_available_gb': 3.18, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 510.6, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 42424}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326447 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 500 calls (500 free / 0 paid), 705,490 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,642,537.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.354 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.354 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1006 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Comprehensive Input Validation & Security', 'Self‑Improving Knowledge Retention', 'Modular Provider Abstraction', 'Continuous Learning & Model Adaptation'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover', 'priority': 9}, {'goal_description': 'Add schema‑based validation (JSON Schema) for all incoming API requests and outgoing responses', 'priority': 9}, {'goal_description': 'Create a persistent improvement knowledge graph to store lessons, code changes, and performance outcomes', 'priority': 8}, {'goal_description': 'Refactor LLM integration into an abstraction layer that supports hot‑swap of providers and models', 'priority': 8}, {'goal_description': 'Deploy an automated self‑test suite (unit, integration, chaos) that runs on every code change', 'priority': 7}, {'goal_description': 'Establish metrics collection, dashboards, and alerting for resilience KPIs (MTTR, uptime, fallback rate)', 'priority': 7}], 'key_performance_indicators': {'mean_time_to_recovery_mttr': '<5 minutes', 'system_uptime_percentage': '≥99.9%', 'fallback_activation_rate': '<1% of requests', 'validation_error_rate': '<0.1%', 'knowledge_graph_growth_per_week': '≥100 new nodes', 'self_modification_success_rate': '≥90%'}, 'potential_risks': ['Over‑dependence on external LLM APIs causing latency or cost spikes', 'Model drift or degradation without detection', 'Security vulnerabilities from insufficient input validation', 'Resource exhaustion due to uncontrolled self‑modification loops', 'Configuration drift across distributed nodes', 'Knowledge graph corruption leading to incorrect self‑improvement decisions'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 3.0, 'load_1m': 1.732421875, 'memory_percent': 59.0, 'memory_available_gb': 3.18, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 510.6, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 42424}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326414 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 503 calls (503 free / 0 paid), 701,545 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,635,583.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.385 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.354 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.354 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Comprehensive Input Validation & Security', 'Self‑Improving Knowledge Retention', 'Modular Provider Abstraction', 'Continuous Learning & Model Adaptation'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover', 'priority': 9}, {'goal_description': 'Add schema‑based validation (JSON Schema) for all incoming API requests and outgoing responses', 'priority': 9}, {'goal_description': 'Create a persistent improvement knowledge graph to store lessons, code changes, and performance outcomes', 'priority': 8}, {'goal_description': 'Refactor LLM integration into an abstraction layer that supports hot‑swap of providers and models', 'priority': 8}, {'goal_description': 'Deploy an automated self‑test suite (unit, integration, chaos) that runs on every code change', 'priority': 7}, {'goal_description': 'Establish metrics collection, dashboards, and alerting for resilience KPIs (MTTR, uptime, fallback rate)', 'priority': 7}], 'key_performance_indicators': {'mean_time_to_recovery_mttr': '<5 minutes', 'system_uptime_percentage': '≥99.9%', 'fallback_activation_rate': '<1% of requests', 'validation_error_rate': '<0.1%', 'knowledge_graph_growth_per_week': '≥100 new nodes', 'self_modification_success_rate': '≥90%'}, 'potential_risks': ['Over‑dependence on external LLM APIs causing latency or cost spikes', 'Model drift or degradation without detection', 'Security vulnerabilities from insufficient input validation', 'Resource exhaustion due to uncontrolled self‑modification loops', 'Configuration drift across distributed nodes', 'Knowledge graph corruption leading to incorrect self‑improvement decisions'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.12255859375, 'memory_percent': 59.2, 'memory_available_gb': 3.16, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 7, 'self_rss_mb': 512.6, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 38594}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326406 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 501 calls (501 free / 0 paid), 698,845 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,632,659.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.367 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.367 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1000 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=1003 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Learning Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust LLM Provider Orchestration', 'Comprehensive Input Validation & Security', 'Automated Model Provisioning & Local Inference', 'Self‑Improving Backlog Processing', 'Observability & Resilience Metrics'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Deploy a centralized input validation middleware (schema‑based, sanitization, rate‑limiting) for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning for the most‑used local models (Qwen3‑8B, Llama‑3‑8B‑Instruct)', 'priority': 8}, {'goal_description': 'Create a background agent that continuously processes the improvement backlog, auto‑generates pull‑requests, and validates changes via CI', 'priority': 7}, {'goal_description': 'Integrate distributed tracing (OpenTelemetry) and health‑checks to measure provider availability, fallback success, and request latency', 'priority': 6}, {'goal_description': 'Establish a security audit pipeline (dependency scanning, secret detection, container image scanning) to run on every commit', 'priority': 5}], 'key_performance_indicators': {'llm_fallback_success_rate': '≥ 99.5%', 'average_fallback_latency_ms': '≤ 200', 'input_validation_coverage': '100% of endpoints', 'model_deployment_time_seconds': '≤ 30', 'backlog_items_processed_per_day': '≥ 500', 'system_uptime_percentage': '≥ 99.9%', 'mean_time_to_recover_mttr_minutes': '≤ 5'}, 'potential_risks': ['Provider API rate limits or sudden deprecation causing fallback storms', 'License conflicts when bundling large models locally', 'Increased system complexity leading to higher bug surface', 'Resource exhaustion (GPU/CPU) on local inference hosts under load', 'Misconfiguration of validation rules resulting in false positives/negatives', 'Observability overhead impacting performance if not properly sampled'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 50.0, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.12255859375, 'memory_percent': 59.2, 'memory_available_gb': 3.16, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 7, 'self_rss_mb': 512.6, 'self_cpu_percent': 0.0, 'self_threads': 14, 'self_fds': 20, 'self_uptime_seconds': 38594}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326373 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 505 calls (505 free / 0 paid), 697,107 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,625,736.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.367 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.367 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1000 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Learning Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust LLM Provider Orchestration', 'Comprehensive Input Validation & Security', 'Automated Model Provisioning & Local Inference', 'Self‑Improving Backlog Processing', 'Observability & Resilience Metrics'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Deploy a centralized input validation middleware (schema‑based, sanitization, rate‑limiting) for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning for the most‑used local models (Qwen3‑8B, Llama‑3‑8B‑Instruct)', 'priority': 8}, {'goal_description': 'Create a background agent that continuously processes the improvement backlog, auto‑generates pull‑requests, and validates changes via CI', 'priority': 7}, {'goal_description': 'Integrate distributed tracing (OpenTelemetry) and health‑checks to measure provider availability, fallback success, and request latency', 'priority': 6}, {'goal_description': 'Establish a security audit pipeline (dependency scanning, secret detection, container image scanning) to run on every commit', 'priority': 5}], 'key_performance_indicators': {'llm_fallback_success_rate': '≥ 99.5%', 'average_fallback_latency_ms': '≤ 200', 'input_validation_coverage': '100% of endpoints', 'model_deployment_time_seconds': '≤ 30', 'backlog_items_processed_per_day': '≥ 500', 'system_uptime_percentage': '≥ 99.9%', 'mean_time_to_recover_mttr_minutes': '≤ 5'}, 'potential_risks': ['Provider API rate limits or sudden deprecation causing fallback storms', 'License conflicts when bundling large models locally', 'Increased system complexity leading to higher bug surface', 'Resource exhaustion (GPU/CPU) on local inference hosts under load', 'Misconfiguration of validation rules resulting in false positives/negatives', 'Observability overhead impacting performance if not properly sampled'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 73.3, 'cpu_iowait': 0.0, 'cpu_steal': 3.0, 'load_1m': 1.99462890625, 'memory_percent': 59.8, 'memory_available_gb': 3.12, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 11, 'self_rss_mb': 512.4, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 36753}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326334 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 500 calls (500 free / 0 paid), 687,479 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,616,108.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.379 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.379 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=997 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Learning Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Redundancy & Fallback', 'Input Validation & Security', 'Local Model Infrastructure (Ollama)', 'Self-Healing Monitoring', 'Knowledge Preservation & Perpetual Improvement Loops'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health checks for all LLM providers', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via setup scripts, ensuring local inference capability', 'priority': 8}, {'goal_description': 'Deploy health‑monitoring agent that detects provider failures and triggers fallback automatically', 'priority': 8}, {'goal_description': 'Design a perpetual improvement loop: log agent actions, generate improvement backlog items, and prioritize via BDI reasoning', 'priority': 7}, {'goal_description': 'Implement model versioning and rollback mechanism to safeguard against drift or degraded outputs', 'priority': 7}, {'goal_description': 'Create encrypted knowledge vault for storing successful reasoning traces and beliefs for long‑term perpetuity', 'priority': 6}], 'key_performance_indicators': [{'name': 'Provider Failover Latency', 'target': '<200 ms'}, {'name': 'API Request Validation Success Rate', 'target': '100%'}, {'name': 'Local Inference Availability (Ollama)', 'target': '99.9% uptime'}, {'name': 'Mean Time To Recovery (MTTR) from LLM failure', 'target': '<30 s'}, {'name': 'Backlog Growth Rate (items added vs resolved per day)', 'target': '<0'}, {'name': 'Self‑Improvement Cycle Frequency', 'target': '≥1 cycle per 24h'}, {'name': 'Knowledge Vault Retrieval Accuracy', 'target': '>95%'}], 'potential_risks': ['Over‑dependence on external API keys leading to service disruption if keys expire or are revoked', 'Local model resource exhaustion (GPU/CPU) causing denial‑of‑service', 'Incorrect fallback logic causing cascading failures or infinite loops', 'Security vulnerabilities from insufficient input validation (injection attacks)', 'Model drift or degradation undetected without proper monitoring', 'Data loss in knowledge vault if encryption keys are lost', 'Complexity increase making system harder to maintain and audit'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.1, 'cpu_iowait': 0.0, 'cpu_steal': 1.9, 'load_1m': 1.02587890625, 'memory_percent': 29.0, 'memory_available_gb': 5.51, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 512.1, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 34836}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326274 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 483 calls (483 free / 0 paid), 665,459 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,589,361.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.379 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.379 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=997 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Learning Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Redundancy & Fallback', 'Input Validation & Security', 'Local Model Infrastructure (Ollama)', 'Self-Healing Monitoring', 'Knowledge Preservation & Perpetual Improvement Loops'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health checks for all LLM providers', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via setup scripts, ensuring local inference capability', 'priority': 8}, {'goal_description': 'Deploy health‑monitoring agent that detects provider failures and triggers fallback automatically', 'priority': 8}, {'goal_description': 'Design a perpetual improvement loop: log agent actions, generate improvement backlog items, and prioritize via BDI reasoning', 'priority': 7}, {'goal_description': 'Implement model versioning and rollback mechanism to safeguard against drift or degraded outputs', 'priority': 7}, {'goal_description': 'Create encrypted knowledge vault for storing successful reasoning traces and beliefs for long‑term perpetuity', 'priority': 6}], 'key_performance_indicators': [{'name': 'Provider Failover Latency', 'target': '<200 ms'}, {'name': 'API Request Validation Success Rate', 'target': '100%'}, {'name': 'Local Inference Availability (Ollama)', 'target': '99.9% uptime'}, {'name': 'Mean Time To Recovery (MTTR) from LLM failure', 'target': '<30 s'}, {'name': 'Backlog Growth Rate (items added vs resolved per day)', 'target': '<0'}, {'name': 'Self‑Improvement Cycle Frequency', 'target': '≥1 cycle per 24h'}, {'name': 'Knowledge Vault Retrieval Accuracy', 'target': '>95%'}], 'potential_risks': ['Over‑dependence on external API keys leading to service disruption if keys expire or are revoked', 'Local model resource exhaustion (GPU/CPU) causing denial‑of‑service', 'Incorrect fallback logic causing cascading failures or infinite loops', 'Security vulnerabilities from insufficient input validation (injection attacks)', 'Model drift or degradation undetected without proper monitoring', 'Data loss in knowledge vault if encryption keys are lost', 'Complexity increase making system harder to maintain and audit'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 15.2, 'load_1m': 2.13525390625, 'memory_percent': 59.9, 'memory_available_gb': 3.11, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 13, 'self_rss_mb': 512.1, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 32475}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326267 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 481 calls (481 free / 0 paid), 658,139 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,581,817.
- pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- mastermind_prime (backlog_directive_selection): — backlog_idx=994 priority=9 target=system reason: From improvement backlog - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.411 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.379 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.379 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Learning Core v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Redundancy & Fallback', 'Input Validation & Security', 'Local Model Infrastructure (Ollama)', 'Self-Healing Monitoring', 'Knowledge Preservation & Perpetual Improvement Loops'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health checks for all LLM providers', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via setup scripts, ensuring local inference capability', 'priority': 8}, {'goal_description': 'Deploy health‑monitoring agent that detects provider failures and triggers fallback automatically', 'priority': 8}, {'goal_description': 'Design a perpetual improvement loop: log agent actions, generate improvement backlog items, and prioritize via BDI reasoning', 'priority': 7}, {'goal_description': 'Implement model versioning and rollback mechanism to safeguard against drift or degraded outputs', 'priority': 7}, {'goal_description': 'Create encrypted knowledge vault for storing successful reasoning traces and beliefs for long‑term perpetuity', 'priority': 6}], 'key_performance_indicators': [{'name': 'Provider Failover Latency', 'target': '<200 ms'}, {'name': 'API Request Validation Success Rate', 'target': '100%'}, {'name': 'Local Inference Availability (Ollama)', 'target': '99.9% uptime'}, {'name': 'Mean Time To Recovery (MTTR) from LLM failure', 'target': '<30 s'}, {'name': 'Backlog Growth Rate (items added vs resolved per day)', 'target': '<0'}, {'name': 'Self‑Improvement Cycle Frequency', 'target': '≥1 cycle per 24h'}, {'name': 'Knowledge Vault Retrieval Accuracy', 'target': '>95%'}], 'potential_risks': ['Over‑dependence on external API keys leading to service disruption if keys expire or are revoked', 'Local model resource exhaustion (GPU/CPU) causing denial‑of‑service', 'Incorrect fallback logic causing cascading failures or infinite loops', 'Security vulnerabilities from insufficient input validation (injection attacks)', 'Model drift or degradation undetected without proper monitoring', 'Data loss in knowledge vault if encryption keys are lost', 'Complexity increase making system harder to maintain and audit'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 15.2, 'load_1m': 2.13525390625, 'memory_percent': 59.9, 'memory_available_gb': 3.11, 'swap_percent': 0.0, 'disk_root_percent': 82.4, 'sockets_established': 13, 'self_rss_mb': 512.1, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 32475}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326198 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 457 calls (457 free / 0 paid), 623,322 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,542,405.
- completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_ - completed (machine_dreaming, machine_dreaming): Dream: coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: c
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.403 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.391 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=991 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T10:15:50.958174 — 207.1s, last_quarter, 18 recommendations
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Core & Perpetual Learning Foundation', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault‑tolerant LLM provider orchestration', 'Rigorous input validation & sanitization', 'Local inference enablement (Ollama) for offline resilience', 'Self‑improvement loop acceleration (backlog processing)', 'Knowledge persistence & versioned belief management'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider fallback manager that transparently switches to the next available LLM on failure or latency threshold breach', 'priority': 9}, {'goal_description': 'Add comprehensive schema‑based validation middleware for all inbound API requests (JSON schema, size limits, injection checks)', 'priority': 9}, {'goal_description': 'Automate Ollama installation and pre‑pull of a curated set of lightweight models (e.g., qwen3:1.7b, deepseek‑coder:1.3b) for local fallback', 'priority': 8}, {'goal_description': 'Create a background improvement‑processor that consumes the backlog, estimates effort, and auto‑generates pull‑request‑ready code patches for high‑priority items', 'priority': 8}, {'goal_description': 'Introduce a versioned belief store with conflict‑resolution rules to support perpetual knowledge retention across model updates', 'priority': 7}, {'goal_description': 'Instrument observability (metrics, tracing, alerts) for provider health, validation error rates, and inference latency', 'priority': 7}, {'goal_description': 'Run chaos‑engineering experiments (provider kill, network partition) to validate resilience mechanisms', 'priority': 6}], 'key_performance_indicators': ['Mean Time To Recover (MTTR) from LLM provider failure (< 30s)', 'Percentage of requests blocked by validation middleware (target < 0.1%)', 'Local inference success rate when remote providers unavailable (target > 95%)', 'Backlog reduction rate (items resolved per day)', 'System uptime (target 99.9%)', 'Average inference latency for local fallback models (< 500ms for 1.7B parameters)'], 'potential_risks': ['Over‑reliance on external API keys leading to quota exhaustion or service denial', 'Insufficient validation allowing injection attacks despite middleware', 'Model drift causing degraded performance of locally hosted models', 'Resource contention (GPU/CPU) when multiple local models run concurrently', 'Complexity increase in fallback logic introducing new failure modes', 'Belief store inconsistencies if versioning logic is not rigorously tested'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 59.8, 'cpu_iowait': 0.0, 'cpu_steal': 5.1, 'load_1m': 1.171875, 'memory_percent': 29.1, 'memory_available_gb': 5.5, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 511.7, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 30073}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326130 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 433 calls (433 free / 0 paid), 586,280 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,505,139.
- failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 8: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.438 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.403 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.391 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Core & Perpetual Learning Foundation', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault‑tolerant LLM provider orchestration', 'Rigorous input validation & sanitization', 'Local inference enablement (Ollama) for offline resilience', 'Self‑improvement loop acceleration (backlog processing)', 'Knowledge persistence & versioned belief management'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider fallback manager that transparently switches to the next available LLM on failure or latency threshold breach', 'priority': 9}, {'goal_description': 'Add comprehensive schema‑based validation middleware for all inbound API requests (JSON schema, size limits, injection checks)', 'priority': 9}, {'goal_description': 'Automate Ollama installation and pre‑pull of a curated set of lightweight models (e.g., qwen3:1.7b, deepseek‑coder:1.3b) for local fallback', 'priority': 8}, {'goal_description': 'Create a background improvement‑processor that consumes the backlog, estimates effort, and auto‑generates pull‑request‑ready code patches for high‑priority items', 'priority': 8}, {'goal_description': 'Introduce a versioned belief store with conflict‑resolution rules to support perpetual knowledge retention across model updates', 'priority': 7}, {'goal_description': 'Instrument observability (metrics, tracing, alerts) for provider health, validation error rates, and inference latency', 'priority': 7}, {'goal_description': 'Run chaos‑engineering experiments (provider kill, network partition) to validate resilience mechanisms', 'priority': 6}], 'key_performance_indicators': ['Mean Time To Recover (MTTR) from LLM provider failure (< 30s)', 'Percentage of requests blocked by validation middleware (target < 0.1%)', 'Local inference success rate when remote providers unavailable (target > 95%)', 'Backlog reduction rate (items resolved per day)', 'System uptime (target 99.9%)', 'Average inference latency for local fallback models (< 500ms for 1.7B parameters)'], 'potential_risks': ['Over‑reliance on external API keys leading to quota exhaustion or service denial', 'Insufficient validation allowing injection attacks despite middleware', 'Model drift causing degraded performance of locally hosted models', 'Resource contention (GPU/CPU) when multiple local models run concurrently', 'Complexity increase in fallback logic introducing new failure modes', 'Belief store inconsistencies if versioning logic is not rigorously tested'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 4.8, 'cpu_iowait': 0.0, 'cpu_steal': 1.5, 'load_1m': 1.30126953125, 'memory_percent': 28.8, 'memory_available_gb': 5.52, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 517.0, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 27758}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326057 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 404 calls (404 free / 0 paid), 542,302 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,460,937.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.416 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.416 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=985 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient & Perpetual MindX Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilient LLM Provider Orchestration', 'Comprehensive Input Validation & Sanitization', 'Self-Healing & Auto‑Recovery Mechanisms', 'Continuous Model Performance Monitoring', 'Secure Configuration & Secrets Management'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover', 'priority': 9}, {'goal_description': 'Deploy schema‑based input validation (JSON Schema) for all API endpoints', 'priority': 9}, {'goal_description': 'Add automated health‑check, restart, and circuit‑breaker loops for core services', 'priority': 8}, {'goal_description': 'Integrate model latency, error‑rate, and token‑usage metrics into observability stack (Prometheus/Grafana)', 'priority': 7}, {'goal_description': 'Encrypt and rotate API keys via a vault integration (e.g., HashiCorp Vault or AWS Secrets Manager)', 'priority': 8}, {'goal_description': 'Create a self‑improvement loop that scores backlog items by impact, effort, and risk, then auto‑prioritizes them', 'priority': 7}, {'goal_description': 'Design and run chaos‑engineering tests to validate resilience under provider failure and network partitions', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_seconds': 30, 'fallback_success_rate_percent': 98, 'input_validation_error_rate_percent': 0.1, 'model_utilization_diversity_index': 0.7, 'backlog_reduction_rate_per_week_percent': 15}, 'potential_risks': ['Over‑reliance on external API providers leading to quota exhaustion or service denial', 'Model drift or degradation causing inaccurate outputs despite fallback mechanisms', 'Configuration drift between environments causing validation or health‑check failures', 'Secrets management complexity increasing attack surface if vault integration is misconfigured', 'Resource exhaustion from aggressive health‑checking or monitoring overhead', 'Complexity of self‑improvement loop potentially generating low‑quality or circular suggestions'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 3.2, 'load_1m': 0.62841796875, 'memory_percent': 28.9, 'memory_available_gb': 5.52, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 516.7, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 25348}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 326051 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 413 calls (413 free / 0 paid), 548,456 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,458,490.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.416 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.416 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=985 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient & Perpetual MindX Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilient LLM Provider Orchestration', 'Comprehensive Input Validation & Sanitization', 'Self-Healing & Auto‑Recovery Mechanisms', 'Continuous Model Performance Monitoring', 'Secure Configuration & Secrets Management'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover', 'priority': 9}, {'goal_description': 'Deploy schema‑based input validation (JSON Schema) for all API endpoints', 'priority': 9}, {'goal_description': 'Add automated health‑check, restart, and circuit‑breaker loops for core services', 'priority': 8}, {'goal_description': 'Integrate model latency, error‑rate, and token‑usage metrics into observability stack (Prometheus/Grafana)', 'priority': 7}, {'goal_description': 'Encrypt and rotate API keys via a vault integration (e.g., HashiCorp Vault or AWS Secrets Manager)', 'priority': 8}, {'goal_description': 'Create a self‑improvement loop that scores backlog items by impact, effort, and risk, then auto‑prioritizes them', 'priority': 7}, {'goal_description': 'Design and run chaos‑engineering tests to validate resilience under provider failure and network partitions', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_seconds': 30, 'fallback_success_rate_percent': 98, 'input_validation_error_rate_percent': 0.1, 'model_utilization_diversity_index': 0.7, 'backlog_reduction_rate_per_week_percent': 15}, 'potential_risks': ['Over‑reliance on external API providers leading to quota exhaustion or service denial', 'Model drift or degradation causing inaccurate outputs despite fallback mechanisms', 'Configuration drift between environments causing validation or health‑check failures', 'Secrets management complexity increasing attack surface if vault integration is misconfigured', 'Resource exhaustion from aggressive health‑checking or monitoring overhead', 'Complexity of self‑improvement loop potentially generating low‑quality or circular suggestions'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.7, 'cpu_iowait': 0.0, 'cpu_steal': 5.0, 'load_1m': 1.09130859375, 'memory_percent': 28.8, 'memory_available_gb': 5.52, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 11, 'self_rss_mb': 516.7, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 22, 'self_uptime_seconds': 25227}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325997 memories, 18 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 391 calls (391 free / 0 paid), 517,565 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,427,375.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 5: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.440 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.428 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=982 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience through fallback mechanisms', 'Perpetual self‑improvement via automated backlog processing', 'Security hardening with comprehensive input validation', 'Local‑first inference enablement (Ollama setup)', 'Observability and performance monitoring'], 'bdi_todo_list': [{'goal_description': 'Design and implement a generic fallback provider selector that activates when the primary LLM returns an error or times out', 'priority': 9}, {'goal_description': 'Add middleware for comprehensive input validation (schema, size, injection checks) on all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling for the configured local models, with health‑check integration', 'priority': 8}, {'goal_description': 'Create a self‑improvement loop that periodically reviews the improvement backlog, auto‑assigns tasks to agents, and updates status', 'priority': 7}, {'goal_description': 'Instrument key services with metrics (latency, error rates, fallback usage) and expose via a Prometheus endpoint', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 'Target > 99.9%', 'mean_time_to_recovery_minutes': 'Target < 5 min', 'fallback_success_rate_percent': 'Target > 95%', 'input_validation_error_rate_percent': 'Target < 0.1%', 'average_inference_latency_ms': 'Target < 200ms for local models', 'backlog_reduction_rate_items_per_day': 'Target > 500 items/day'}, 'potential_risks': ['Over‑dependence on external API keys leading to service disruption if keys expire or are revoked', 'Model drift or degradation when relying on frequently updated external models without version pinning', 'Increased complexity and attack surface from adding fallback logic and validation middleware', 'Resource exhaustion on local machines if Ollama models are pulled without proper quota management', 'Observability blind spots if metrics are not correctly aggregated, hindering SLA verification'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.4, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 1.2626953125, 'memory_percent': 28.9, 'memory_available_gb': 5.52, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 526.6, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 22865}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- milestone:publication:post_807: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — x402, paying for capability as a protocol (https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 807, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol/', 'title': 'mindX as a protocol — x402, paying for capability as a protocol', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-x402-paying-for-capability-as-a-protocol'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325935 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 367 calls (367 free / 0 paid), 486,014 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,395,824.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 5: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.424 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.440 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.428 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience through fallback mechanisms', 'Perpetual self‑improvement via automated backlog processing', 'Security hardening with comprehensive input validation', 'Local‑first inference enablement (Ollama setup)', 'Observability and performance monitoring'], 'bdi_todo_list': [{'goal_description': 'Design and implement a generic fallback provider selector that activates when the primary LLM returns an error or times out', 'priority': 9}, {'goal_description': 'Add middleware for comprehensive input validation (schema, size, injection checks) on all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling for the configured local models, with health‑check integration', 'priority': 8}, {'goal_description': 'Create a self‑improvement loop that periodically reviews the improvement backlog, auto‑assigns tasks to agents, and updates status', 'priority': 7}, {'goal_description': 'Instrument key services with metrics (latency, error rates, fallback usage) and expose via a Prometheus endpoint', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 'Target > 99.9%', 'mean_time_to_recovery_minutes': 'Target < 5 min', 'fallback_success_rate_percent': 'Target > 95%', 'input_validation_error_rate_percent': 'Target < 0.1%', 'average_inference_latency_ms': 'Target < 200ms for local models', 'backlog_reduction_rate_items_per_day': 'Target > 500 items/day'}, 'potential_risks': ['Over‑dependence on external API keys leading to service disruption if keys expire or are revoked', 'Model drift or degradation when relying on frequently updated external models without version pinning', 'Increased complexity and attack surface from adding fallback logic and validation middleware', 'Resource exhaustion on local machines if Ollama models are pulled without proper quota management', 'Observability blind spots if metrics are not correctly aggregated, hindering SLA verification'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 0.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.1, 'load_1m': 0.77880859375, 'memory_percent': 28.7, 'memory_available_gb': 5.53, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 526.3, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 18629}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325926 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 369 calls (369 free / 0 paid), 489,353 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,391,331.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 5: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.464 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.452 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=979 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider Fallback & Load Balancing', 'Input Validation & Security Hardening', 'Local Model Deployment & Self‑Hosted Inference', 'Autonomous Improvement Loop & Backlog Prioritization', 'Observability & Self‑Healing'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and weighted load balancing across all available LLM providers.', 'priority': 9}, {'goal_description': 'Deploy a comprehensive input validation middleware (schema‑based, sanitization, rate‑limiting) for all API endpoints.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and local inference service registration for the top‑3 most‑used models.', 'priority': 8}, {'goal_description': 'Create an autonomous improvement agent that continuously scans the backlog, re‑prioritizes items based on impact/effort, and generates pull‑requests for high‑priority tasks.', 'priority': 7}, {'goal_description': 'Integrate observability stack (metrics, tracing, logging) and build self‑healing rules that auto‑restart failed components and trigger fallback providers.', 'priority': 8}, {'goal_description': 'Establish a perpetuity checkpoint system: periodic snapshots of model weights, config, and codebase to a distributed storage for recovery and version rollback.', 'priority': 6}, {'goal_description': 'Run chaos‑engineering experiments (provider latency injection, model failure simulation) to validate resilience mechanisms.', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recovery_mttr_seconds': '< 30', 'provider_fallback_success_rate': '> 99%', 'input_validation_coverage': '> 95%', 'local_model_inference_latency_ms': '< 200', 'backlog_reduction_rate_per_cycle_percent': '> 5', 'system_uptime_percent': '> 99.9', 'self_healing_trigger_accuracy': '> 90%'}, 'potential_risks': ['Over‑reliance on external APIs leading to vendor lock‑in and cost volatility', 'Model drift or hallucination accumulation when using self‑hosted models without continuous fine‑tuning', 'Resource exhaustion (CPU/GPU, memory) from aggressive local model deployment', 'Security gaps if input validation is bypassed or improperly configured', 'Increased system complexity making debugging and maintenance more difficult', 'Potential bottlenecks in the improvement agent causing backlog stagnation'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 0.6, 'cpu_iowait': 0.0, 'cpu_steal': 0.1, 'load_1m': 0.77880859375, 'memory_percent': 28.7, 'memory_available_gb': 5.53, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 526.3, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 18629}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325866 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 352 calls (352 free / 0 paid), 463,954 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,361,372.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 5: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.464 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.452 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=979 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider Fallback & Load Balancing', 'Input Validation & Security Hardening', 'Local Model Deployment & Self‑Hosted Inference', 'Autonomous Improvement Loop & Backlog Prioritization', 'Observability & Self‑Healing'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and weighted load balancing across all available LLM providers.', 'priority': 9}, {'goal_description': 'Deploy a comprehensive input validation middleware (schema‑based, sanitization, rate‑limiting) for all API endpoints.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and local inference service registration for the top‑3 most‑used models.', 'priority': 8}, {'goal_description': 'Create an autonomous improvement agent that continuously scans the backlog, re‑prioritizes items based on impact/effort, and generates pull‑requests for high‑priority tasks.', 'priority': 7}, {'goal_description': 'Integrate observability stack (metrics, tracing, logging) and build self‑healing rules that auto‑restart failed components and trigger fallback providers.', 'priority': 8}, {'goal_description': 'Establish a perpetuity checkpoint system: periodic snapshots of model weights, config, and codebase to a distributed storage for recovery and version rollback.', 'priority': 6}, {'goal_description': 'Run chaos‑engineering experiments (provider latency injection, model failure simulation) to validate resilience mechanisms.', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recovery_mttr_seconds': '< 30', 'provider_fallback_success_rate': '> 99%', 'input_validation_coverage': '> 95%', 'local_model_inference_latency_ms': '< 200', 'backlog_reduction_rate_per_cycle_percent': '> 5', 'system_uptime_percent': '> 99.9', 'self_healing_trigger_accuracy': '> 90%'}, 'potential_risks': ['Over‑reliance on external APIs leading to vendor lock‑in and cost volatility', 'Model drift or hallucination accumulation when using self‑hosted models without continuous fine‑tuning', 'Resource exhaustion (CPU/GPU, memory) from aggressive local model deployment', 'Security gaps if input validation is bypassed or improperly configured', 'Increased system complexity making debugging and maintenance more difficult', 'Potential bottlenecks in the improvement agent causing backlog stagnation'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 3.7, 'load_1m': 1.81494140625, 'memory_percent': 58.9, 'memory_available_gb': 3.19, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 14, 'self_rss_mb': 526.2, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 22, 'self_uptime_seconds': 16241}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325858 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 350 calls (350 free / 0 paid), 454,082 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,351,276.
- pending (mindx_meta_agent, autonomous_loop): Cycle 5: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests
- mastermind_prime (backlog_directive_selection): — backlog_idx=976 priority=9 target=system reason: From improvement backlog - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.504 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.464 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.452 top3=[
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider Fallback & Load Balancing', 'Input Validation & Security Hardening', 'Local Model Deployment & Self‑Hosted Inference', 'Autonomous Improvement Loop & Backlog Prioritization', 'Observability & Self‑Healing'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and weighted load balancing across all available LLM providers.', 'priority': 9}, {'goal_description': 'Deploy a comprehensive input validation middleware (schema‑based, sanitization, rate‑limiting) for all API endpoints.', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and local inference service registration for the top‑3 most‑used models.', 'priority': 8}, {'goal_description': 'Create an autonomous improvement agent that continuously scans the backlog, re‑prioritizes items based on impact/effort, and generates pull‑requests for high‑priority tasks.', 'priority': 7}, {'goal_description': 'Integrate observability stack (metrics, tracing, logging) and build self‑healing rules that auto‑restart failed components and trigger fallback providers.', 'priority': 8}, {'goal_description': 'Establish a perpetuity checkpoint system: periodic snapshots of model weights, config, and codebase to a distributed storage for recovery and version rollback.', 'priority': 6}, {'goal_description': 'Run chaos‑engineering experiments (provider latency injection, model failure simulation) to validate resilience mechanisms.', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recovery_mttr_seconds': '< 30', 'provider_fallback_success_rate': '> 99%', 'input_validation_coverage': '> 95%', 'local_model_inference_latency_ms': '< 200', 'backlog_reduction_rate_per_cycle_percent': '> 5', 'system_uptime_percent': '> 99.9', 'self_healing_trigger_accuracy': '> 90%'}, 'potential_risks': ['Over‑reliance on external APIs leading to vendor lock‑in and cost volatility', 'Model drift or hallucination accumulation when using self‑hosted models without continuous fine‑tuning', 'Resource exhaustion (CPU/GPU, memory) from aggressive local model deployment', 'Security gaps if input validation is bypassed or improperly configured', 'Increased system complexity making debugging and maintenance more difficult', 'Potential bottlenecks in the improvement agent causing backlog stagnation'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 3.7, 'load_1m': 1.81494140625, 'memory_percent': 58.9, 'memory_available_gb': 3.19, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 14, 'self_rss_mb': 526.2, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 22, 'self_uptime_seconds': 16241}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325786 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 324 calls (324 free / 0 paid), 415,284 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,309,912.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=973 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Learning Core', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust LLM Provider Fallback & Health Monitoring', 'Comprehensive Input Validation & Sanitization Framework', 'Autonomous Model Selection & Resource Optimization', 'Self-Healing Configuration & State Persistence', 'Continuous Improvement Loop with Backlog Prioritization'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic provider health checker with automatic failover to secondary LLMs', 'priority': 9}, {'goal_description': 'Deploy centralized input validation middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Create model selection engine that chooses optimal provider/model based on latency, cost, and task complexity', 'priority': 8}, {'goal_description': 'Design self-healing config system that rolls back bad changes and persists state across restarts', 'priority': 8}, {'goal_description': 'Integrate backlog grooming bot that auto-prioritizes items using impact/effort scoring', 'priority': 7}, {'goal_description': 'Add audit logging and anomaly detection for resilience metrics', 'priority': 7}, {'goal_description': 'Establish perpetual knowledge distillation pipeline to compress learnings into lightweight models', 'priority': 6}], 'key_performance_indicators': {'provider_failover_latency_ms': '<200', 'input_validation_error_rate': '<0.1%', 'model_selection_accuracy': '>90%', 'mean_time_to_recover (MTTR) from config faults': '<5min', 'backlog_stale_items_ratio': '<5%', 'knowledge_retention_score': 'increase 10% per release'}, 'potential_risks': ['Over-reliance on external API keys leading to quota exhaustion', 'Complexity of validation middleware may introduce performance bottlenecks', 'Autonomous model selection could oscillate causing instability', 'Self-healing mechanisms might mask underlying bugs, reducing visibility', 'Backlog automation may prioritize low-value items if scoring flawed'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.9, 'cpu_iowait': 0.0, 'cpu_steal': 6.0, 'load_1m': 0.92431640625, 'memory_percent': 28.8, 'memory_available_gb': 5.52, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 11, 'self_rss_mb': 525.6, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 13764}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325720 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 302 calls (302 free / 0 paid), 379,238 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,271,425.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.517 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Learning Core', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust LLM Provider Fallback & Health Monitoring', 'Comprehensive Input Validation & Sanitization Framework', 'Autonomous Model Selection & Resource Optimization', 'Self-Healing Configuration & State Persistence', 'Continuous Improvement Loop with Backlog Prioritization'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic provider health checker with automatic failover to secondary LLMs', 'priority': 9}, {'goal_description': 'Deploy centralized input validation middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Create model selection engine that chooses optimal provider/model based on latency, cost, and task complexity', 'priority': 8}, {'goal_description': 'Design self-healing config system that rolls back bad changes and persists state across restarts', 'priority': 8}, {'goal_description': 'Integrate backlog grooming bot that auto-prioritizes items using impact/effort scoring', 'priority': 7}, {'goal_description': 'Add audit logging and anomaly detection for resilience metrics', 'priority': 7}, {'goal_description': 'Establish perpetual knowledge distillation pipeline to compress learnings into lightweight models', 'priority': 6}], 'key_performance_indicators': {'provider_failover_latency_ms': '<200', 'input_validation_error_rate': '<0.1%', 'model_selection_accuracy': '>90%', 'mean_time_to_recover (MTTR) from config faults': '<5min', 'backlog_stale_items_ratio': '<5%', 'knowledge_retention_score': 'increase 10% per release'}, 'potential_risks': ['Over-reliance on external API keys leading to quota exhaustion', 'Complexity of validation middleware may introduce performance bottlenecks', 'Autonomous model selection could oscillate causing instability', 'Self-healing mechanisms might mask underlying bugs, reducing visibility', 'Backlog automation may prioritize low-value items if scoring flawed'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.4, 'cpu_iowait': 0.2, 'cpu_steal': 0.0, 'load_1m': 1.29736328125, 'memory_percent': 28.9, 'memory_available_gb': 5.52, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 525.1, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 11541}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325644 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 272 calls (272 free / 0 paid), 333,926 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,225,889.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.501 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.489 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=967 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Comprehensive Input Validation & Security', 'Local Model Deployment & Resource Independence', 'Self‑Improving Knowledge Retention', 'Observability & Adaptive Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Add schema‑based input validation for all API endpoints using Pydantic/JSON Schema', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via startup scripts, with version pinning', 'priority': 8}, {'goal_description': 'Design a persistent belief‑knowledge store (vector DB + symbolic graph) for long‑term learning', 'priority': 7}, {'goal_description': 'Introduce metrics collection (latency, error rates, token usage) and self‑tuning thresholds', 'priority': 8}, {'goal_description': 'Create automated rollback capability for config/model changes based on KPI degradation', 'priority': 7}, {'goal_description': 'Establish governance policies for agent authority updates and vault key provisioning', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': '≥99.5% of LLM calls succeed via fallback when primary fails', 'input_validation_coverage': '100% of API endpoints validated', 'local_model_latency_p95': '<200ms for 3B‑parameter models on allocated hardware', 'knowledge_retention_recall': '>90% recall on held‑out belief queries after 30 days', 'system_uptime': '≥99.9% monthly', 'mean_time_to_recover (MTTR)': '<5 min for provider failure', 'self_improvement_cycle_time': '<2 hours from backlog item to deployed improvement'}, 'potential_risks': ['Over‑reliance on external APIs could still cause downtime if all providers fail simultaneously', 'Increased complexity of fallback logic may introduce bugs or latency overhead', 'Local model deployment demands sufficient GPU/CPU resources; insufficient provisioning degrades performance', 'Persistent knowledge store may grow unbounded, affecting storage costs and retrieval speed', 'Automated rollback could revert beneficial changes if KPI metrics are noisy', 'Governance delays may slow agent authority updates, impacting agility'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 10.8, 'cpu_iowait': 0.1, 'cpu_steal': 4.1, 'load_1m': 0.8916015625, 'memory_percent': 59.0, 'memory_available_gb': 3.18, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 11, 'self_rss_mb': 525.1, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 9133}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325635 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 272 calls (272 free / 0 paid), 331,067 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,220,440.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.501 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.489 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=967 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Comprehensive Input Validation & Security', 'Local Model Deployment & Resource Independence', 'Self‑Improving Knowledge Retention', 'Observability & Adaptive Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Add schema‑based input validation for all API endpoints using Pydantic/JSON Schema', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via startup scripts, with version pinning', 'priority': 8}, {'goal_description': 'Design a persistent belief‑knowledge store (vector DB + symbolic graph) for long‑term learning', 'priority': 7}, {'goal_description': 'Introduce metrics collection (latency, error rates, token usage) and self‑tuning thresholds', 'priority': 8}, {'goal_description': 'Create automated rollback capability for config/model changes based on KPI degradation', 'priority': 7}, {'goal_description': 'Establish governance policies for agent authority updates and vault key provisioning', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': '≥99.5% of LLM calls succeed via fallback when primary fails', 'input_validation_coverage': '100% of API endpoints validated', 'local_model_latency_p95': '<200ms for 3B‑parameter models on allocated hardware', 'knowledge_retention_recall': '>90% recall on held‑out belief queries after 30 days', 'system_uptime': '≥99.9% monthly', 'mean_time_to_recover (MTTR)': '<5 min for provider failure', 'self_improvement_cycle_time': '<2 hours from backlog item to deployed improvement'}, 'potential_risks': ['Over‑reliance on external APIs could still cause downtime if all providers fail simultaneously', 'Increased complexity of fallback logic may introduce bugs or latency overhead', 'Local model deployment demands sufficient GPU/CPU resources; insufficient provisioning degrades performance', 'Persistent knowledge store may grow unbounded, affecting storage costs and retrieval speed', 'Automated rollback could revert beneficial changes if KPI metrics are noisy', 'Governance delays may slow agent authority updates, impacting agility'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.8, 'cpu_iowait': 0.0, 'cpu_steal': 4.3, 'load_1m': 0.85400390625, 'memory_percent': 59.1, 'memory_available_gb': 3.17, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 14, 'self_rss_mb': 525.0, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 23, 'self_uptime_seconds': 9089}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325573 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 248 calls (248 free / 0 paid), 299,977 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,189,126.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.525 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.513 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=964 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience through fallback and self-healing mechanisms', 'Perpetuity via self-improvement loops and knowledge retention', 'Security and input validation hardening', 'Observability and operational excellence', 'Scalable multi-provider model orchestration'], 'bdi_todo_list': [{'goal_description': 'Implement robust fallback provider selection with health checks and automatic failover', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Design and implement a self-improvement loop that prioritizes backlog items based on impact, resilience metrics, and perpetuity goals', 'priority': 8}, {'goal_description': 'Create a persistent, versioned knowledge base for storing learned improvements, model artifacts, and decision logs', 'priority': 7}, {'goal_description': 'Establish automated testing, CI/CD pipeline, and canary deployment for MindX services', 'priority': 7}, {'goal_description': 'Integrate observability stack (metrics, logging, distributed tracing) to enable real-time fault detection and self-healing triggers', 'priority': 8}, {'goal_description': 'Implement resource usage quotas and cost-aware model selection to prevent exhaustion and ensure long-term operability', 'priority': 6}], 'key_performance_indicators': {'system_availability_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'fallback_success_rate': 95, 'input_validation_error_rate': '<0.1%', 'self_improvement_cycle_time_hours': 24, 'knowledge_retention_score': 0.9, 'average_model_latency_ms': 500, 'cost_per_improvement_cycle_usd': 2.0}, 'potential_risks': ['Over-reliance on external LLM providers leading to vendor lock-in or service disruption', 'Increased system complexity introducing new failure modes', 'Insufficient input validation exposing injection or overflow vulnerabilities', 'Uncontrolled model usage causing resource exhaustion or cost overruns', 'Knowledge base corruption or loss undermining perpetuity goals', 'Observability overload creating noise that masks real issues', 'Regulatory or compliance challenges with data retention and model usage'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 1.1, 'cpu_iowait': 0.0, 'cpu_steal': 0.2, 'load_1m': 0.80712890625, 'memory_percent': 28.7, 'memory_available_gb': 5.53, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 524.5, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 6900}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325501 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 223 calls (223 free / 0 paid), 258,194 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,142,731.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.570 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.525 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.513 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience through fallback and self-healing mechanisms', 'Perpetuity via self-improvement loops and knowledge retention', 'Security and input validation hardening', 'Observability and operational excellence', 'Scalable multi-provider model orchestration'], 'bdi_todo_list': [{'goal_description': 'Implement robust fallback provider selection with health checks and automatic failover', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Design and implement a self-improvement loop that prioritizes backlog items based on impact, resilience metrics, and perpetuity goals', 'priority': 8}, {'goal_description': 'Create a persistent, versioned knowledge base for storing learned improvements, model artifacts, and decision logs', 'priority': 7}, {'goal_description': 'Establish automated testing, CI/CD pipeline, and canary deployment for MindX services', 'priority': 7}, {'goal_description': 'Integrate observability stack (metrics, logging, distributed tracing) to enable real-time fault detection and self-healing triggers', 'priority': 8}, {'goal_description': 'Implement resource usage quotas and cost-aware model selection to prevent exhaustion and ensure long-term operability', 'priority': 6}], 'key_performance_indicators': {'system_availability_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'fallback_success_rate': 95, 'input_validation_error_rate': '<0.1%', 'self_improvement_cycle_time_hours': 24, 'knowledge_retention_score': 0.9, 'average_model_latency_ms': 500, 'cost_per_improvement_cycle_usd': 2.0}, 'potential_risks': ['Over-reliance on external LLM providers leading to vendor lock-in or service disruption', 'Increased system complexity introducing new failure modes', 'Insufficient input validation exposing injection or overflow vulnerabilities', 'Uncontrolled model usage causing resource exhaustion or cost overruns', 'Knowledge base corruption or loss undermining perpetuity goals', 'Observability overload creating noise that masks real issues', 'Regulatory or compliance challenges with data retention and model usage'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 15.3, 'load_1m': 1.2939453125, 'memory_percent': 28.7, 'memory_available_gb': 5.53, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 11, 'self_rss_mb': 522.1, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 22, 'self_uptime_seconds': 2634}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325492 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 220 calls (220 free / 0 paid), 253,551 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 9,137,864.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.519 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=961 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience via fallback provider selection', 'Perpetual self‑improvement through automated backlog processing', 'Security hardening with comprehensive input validation', 'Local inference optimization (Ollama/VLLM integration)', 'Observability and metrics‑driven governance'], 'bdi_todo_list': [{'goal_description': 'Design and implement a fallback provider selector that routes requests to secondary LLMs on primary failure, with circuit‑breaker and retry logic.', 'priority': 9}, {'goal_description': 'Create an automated backlog processor that periodically reviews pending improvement items, validates them, and schedules implementation agents based on priority and resource availability.', 'priority': 8}, {'goal_description': 'Deploy a centralized input validation middleware (schema‑based, sanitization, and rate‑limiting) for all API entry points.', 'priority': 9}, {'goal_description': 'Integrate Ollama and VLLM runners, pre‑pull high‑utility models (e.g., Qwen3‑8B, Llama‑3‑8B‑Instruct), and enable dynamic model switching for cost‑effective local inference.', 'priority': 8}, {'goal_description': 'Instrument the system with key health metrics (latency, error rates, fallback usage, validation pass‑rate) and expose them via a Prometheus endpoint; add alerting for SLA breaches.', 'priority': 7}], 'key_performance_indicators': [{'name': 'Mean Time To Recovery (MTTR) for LLM failures', 'target': '< 30 seconds', 'unit': 'seconds'}, {'name': 'Fallback invocation rate', 'target': '< 2% of total requests', 'unit': '%'}, {'name': 'Input validation pass‑rate', 'target': '> 99.5%', 'unit': '%'}, {'name': 'Local inference latency (p95)', 'target': '< 800 ms', 'unit': 'ms'}, {'name': 'System uptime (excluding planned maintenance)', 'target': '> 99.9%', 'unit': '%'}], 'potential_risks': [{'description': 'Over‑reliance on external API providers leading to cascading failures if fallback logic is insufficient.', 'mitigation': 'Implement robust circuit‑breaker, latency‑based routing, and regular provider health checks.'}, {'description': 'Resource exhaustion from running large local models on limited hardware.', 'mitigation': 'Use model quantization, dynamic model unloading, and enforce resource quotas per agent.'}, {'description': 'Validation middleware becoming a bottleneck or introducing false positives that block legitimate requests.', 'mitigation': 'Deploy lightweight schema validators, benchmark throughput, and allow configurable strictness levels.'}, {'description': 'Backlog processing drift causing stale or low‑priority items to starve high‑impact improvements.', 'mitigation': 'Introduce aging‑based priority escalation and periodic backlog grooming cycles.'}, {'description': 'Configuration drift between environments (dev/staging/prod) causing inconsistent behavior.', 'mitigation': 'Adopt infrastructure‑as‑code for mindx_config.json and .env, with automated drift detection.'}], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 15.3, 'load_1m': 1.2939453125, 'memory_percent': 28.7, 'memory_available_gb': 5.53, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 11, 'self_rss_mb': 522.1, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 22, 'self_uptime_seconds': 2634}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325430 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 201 calls (201 free / 0 paid), 225,100 tokens, $0.000000. Top: ollama, ollama_cloud, openrouter/Nvidia. All-time tokens: 9,105,169.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.519 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-08T02:12:21.681181 — 183.4s, waning_gibbous, 18 recommendations
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience via fallback provider selection', 'Perpetual self‑improvement through automated backlog processing', 'Security hardening with comprehensive input validation', 'Local inference optimization (Ollama/VLLM integration)', 'Observability and metrics‑driven governance'], 'bdi_todo_list': [{'goal_description': 'Design and implement a fallback provider selector that routes requests to secondary LLMs on primary failure, with circuit‑breaker and retry logic.', 'priority': 9}, {'goal_description': 'Create an automated backlog processor that periodically reviews pending improvement items, validates them, and schedules implementation agents based on priority and resource availability.', 'priority': 8}, {'goal_description': 'Deploy a centralized input validation middleware (schema‑based, sanitization, and rate‑limiting) for all API entry points.', 'priority': 9}, {'goal_description': 'Integrate Ollama and VLLM runners, pre‑pull high‑utility models (e.g., Qwen3‑8B, Llama‑3‑8B‑Instruct), and enable dynamic model switching for cost‑effective local inference.', 'priority': 8}, {'goal_description': 'Instrument the system with key health metrics (latency, error rates, fallback usage, validation pass‑rate) and expose them via a Prometheus endpoint; add alerting for SLA breaches.', 'priority': 7}], 'key_performance_indicators': [{'name': 'Mean Time To Recovery (MTTR) for LLM failures', 'target': '< 30 seconds', 'unit': 'seconds'}, {'name': 'Fallback invocation rate', 'target': '< 2% of total requests', 'unit': '%'}, {'name': 'Input validation pass‑rate', 'target': '> 99.5%', 'unit': '%'}, {'name': 'Local inference latency (p95)', 'target': '< 800 ms', 'unit': 'ms'}, {'name': 'System uptime (excluding planned maintenance)', 'target': '> 99.9%', 'unit': '%'}], 'potential_risks': [{'description': 'Over‑reliance on external API providers leading to cascading failures if fallback logic is insufficient.', 'mitigation': 'Implement robust circuit‑breaker, latency‑based routing, and regular provider health checks.'}, {'description': 'Resource exhaustion from running large local models on limited hardware.', 'mitigation': 'Use model quantization, dynamic model unloading, and enforce resource quotas per agent.'}, {'description': 'Validation middleware becoming a bottleneck or introducing false positives that block legitimate requests.', 'mitigation': 'Deploy lightweight schema validators, benchmark throughput, and allow configurable strictness levels.'}, {'description': 'Backlog processing drift causing stale or low‑priority items to starve high‑impact improvements.', 'mitigation': 'Introduce aging‑based priority escalation and periodic backlog grooming cycles.'}, {'description': 'Configuration drift between environments (dev/staging/prod) causing inconsistent behavior.', 'mitigation': 'Adopt infrastructure‑as‑code for mindx_config.json and .env, with automated drift detection.'}], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.7, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.779296875, 'memory_percent': 59.0, 'memory_available_gb': 3.18, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 525.4, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 19901}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Chapter published: day 22/28 — AUTOMINDx — last quarter
System snapshot: 325420 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 200 calls (200 free / 0 paid), 221,038 tokens, $0.000000. Top: ollama, ollama_cloud, openrouter/Nvidia. All-time tokens: 9,100,883.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 5: Optimize CPU usage
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Self‑Improving Knowledge Retention', 'Agent Lifecycle Management', 'Observability & Adaptive Scaling'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic provider fallback with health‑check circuit breaker for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy comprehensive schema‑based input validation and sanitization middleware for API endpoints', 'priority': 9}, {'goal_description': 'Create a persistent belief‑desire‑intention (BDI) store that survives restarts and enables long‑term goal tracking', 'priority': 8}, {'goal_description': 'Design an agent authority renewal process that rotates keys and updates vault entries automatically', 'priority': 7}, {'goal_description': 'Introduce metrics collection (MTTR, fallback success, validation error rate) and automated alerting', 'priority': 8}, {'goal_description': 'Refactor improvement backlog processing to prioritize resilience‑related items and close pending items', 'priority': 7}, {'goal_description': 'Add automated model version pinning and rollback capability for each provider', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_seconds': '<30', 'fallback_success_rate_percent': '>=99', 'input_validation_error_rate_percent': '<0.1', 'bdI_store_persistence_uptime_percent': '99.9', 'agent_authority_renewal_latency_seconds': '<5', 'improvement_backlog_reduction_rate_items_per_day': '>=500', 'average_llm_latency_ms': '<800', 'system_uptime_percent': '>=99.5'}, 'potential_risks': ['Over‑complex fallback logic causing cascading failures', 'Validation bottlenecks increasing latency', 'Persistent BDI store corruption leading to goal drift', 'Key management errors causing agent lock‑out', 'Metric overload obscuring actionable signals', 'Dependency on external API keys creating single points of failure', 'Model version incompatibilities after provider updates'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.7, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.779296875, 'memory_percent': 59.0, 'memory_available_gb': 3.18, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 525.4, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 19901}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325420 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 200 calls (200 free / 0 paid), 221,038 tokens, $0.000000. Top: ollama, ollama_cloud, openrouter/Nvidia. All-time tokens: 9,100,883.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 5: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Self‑Improving Knowledge Retention', 'Agent Lifecycle Management', 'Observability & Adaptive Scaling'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic provider fallback with health‑check circuit breaker for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy comprehensive schema‑based input validation and sanitization middleware for API endpoints', 'priority': 9}, {'goal_description': 'Create a persistent belief‑desire‑intention (BDI) store that survives restarts and enables long‑term goal tracking', 'priority': 8}, {'goal_description': 'Design an agent authority renewal process that rotates keys and updates vault entries automatically', 'priority': 7}, {'goal_description': 'Introduce metrics collection (MTTR, fallback success, validation error rate) and automated alerting', 'priority': 8}, {'goal_description': 'Refactor improvement backlog processing to prioritize resilience‑related items and close pending items', 'priority': 7}, {'goal_description': 'Add automated model version pinning and rollback capability for each provider', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_seconds': '<30', 'fallback_success_rate_percent': '>=99', 'input_validation_error_rate_percent': '<0.1', 'bdI_store_persistence_uptime_percent': '99.9', 'agent_authority_renewal_latency_seconds': '<5', 'improvement_backlog_reduction_rate_items_per_day': '>=500', 'average_llm_latency_ms': '<800', 'system_uptime_percent': '>=99.5'}, 'potential_risks': ['Over‑complex fallback logic causing cascading failures', 'Validation bottlenecks increasing latency', 'Persistent BDI store corruption leading to goal drift', 'Key management errors causing agent lock‑out', 'Metric overload obscuring actionable signals', 'Dependency on external API keys creating single points of failure', 'Model version incompatibilities after provider updates'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.7, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.779296875, 'memory_percent': 59.0, 'memory_available_gb': 3.18, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 525.4, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 19901}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325368 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 195 calls (195 free / 0 paid), 213,640 tokens, $0.000000. Top: ollama, ollama_cloud, openrouter/Nvidia. All-time tokens: 9,093,261.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 5: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.464 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.452 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=988 priority=9 target=system reason: From improvement backlog - mastermind_prime (backlog_directive_selection): — backlog_idx=991 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient & Perpetual MindX Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilient LLM Provider Orchestration', 'Comprehensive Input Validation & Security Hardening', 'Self-Healing Monitoring & Automated Remediation', 'Persistent Knowledge Base & Versioned Self-Improvement', 'Agent Authority & Trust Framework Enhancement', 'Scalable DevOps & Deployment Automation'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy a centralized input validation middleware (schema‑based, sanitization, rate‑limiting) for all API endpoints', 'priority': 9}, {'goal_description': 'Create a self‑healing watchdog that auto‑restarts failed services, triggers provider failover, and alerts operators', 'priority': 8}, {'goal_description': 'Design a versioned knowledge repository (graph DB + immutable logs) to store improvement backlog, beliefs, and learned patterns for perpetual learning', 'priority': 8}, {'goal_description': 'Formalize agent authority: vault‑based key storage, signed capability tokens, and periodic re‑authorization workflow', 'priority': 7}, {'goal_description': 'Automate environment provisioning (virtual env, Docker, Kubernetes Helm chart) and CI/CD pipeline for zero‑downtime upgrades', 'priority': 7}, {'goal_description': 'Introduce resilience metrics dashboard (MTTR, failover success rate, validation coverage) integrated with observability stack', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_mttr': '< 2 minutes', 'provider_failover_success_rate': '≥ 99.5%', 'input_validation_coverage': '100% of inbound API requests', 'self_improvement_cycle_time': '< 4 hours per backlog batch', 'knowledge_retention_ratio': '≥ 98% of learned patterns persisted across versions', 'agent_authorization_compliance': '100% of agents with valid vault keys and signed tokens'}, 'potential_risks': ['Increased latency due to fallback health checks', 'Complexity growth leading to configuration drift', 'Potential over‑reliance on external LLP providers causing vendor lock‑in', 'Security gaps if validation schemas are not kept up‑to‑date with evolving attack vectors', 'Resource exhaustion from aggressive self‑healing restarts under sustained load', 'Governance challenges in managing agent authority and audit trails at scale'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 2.7, 'cpu_iowait': 0.0, 'cpu_steal': 0.0, 'load_1m': 0.779296875, 'memory_percent': 59.0, 'memory_available_gb': 3.18, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 525.4, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 19901}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325306 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 175 calls (175 free / 0 paid), 184,316 tokens, $0.000000. Top: ollama, ollama_cloud, openrouter/Nvidia. All-time tokens: 9,060,723.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 5: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.464 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.452 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=988 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient & Perpetual MindX Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilient LLM Provider Orchestration', 'Comprehensive Input Validation & Security Hardening', 'Self-Healing Monitoring & Automated Remediation', 'Persistent Knowledge Base & Versioned Self-Improvement', 'Agent Authority & Trust Framework Enhancement', 'Scalable DevOps & Deployment Automation'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy a centralized input validation middleware (schema‑based, sanitization, rate‑limiting) for all API endpoints', 'priority': 9}, {'goal_description': 'Create a self‑healing watchdog that auto‑restarts failed services, triggers provider failover, and alerts operators', 'priority': 8}, {'goal_description': 'Design a versioned knowledge repository (graph DB + immutable logs) to store improvement backlog, beliefs, and learned patterns for perpetual learning', 'priority': 8}, {'goal_description': 'Formalize agent authority: vault‑based key storage, signed capability tokens, and periodic re‑authorization workflow', 'priority': 7}, {'goal_description': 'Automate environment provisioning (virtual env, Docker, Kubernetes Helm chart) and CI/CD pipeline for zero‑downtime upgrades', 'priority': 7}, {'goal_description': 'Introduce resilience metrics dashboard (MTTR, failover success rate, validation coverage) integrated with observability stack', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_mttr': '< 2 minutes', 'provider_failover_success_rate': '≥ 99.5%', 'input_validation_coverage': '100% of inbound API requests', 'self_improvement_cycle_time': '< 4 hours per backlog batch', 'knowledge_retention_ratio': '≥ 98% of learned patterns persisted across versions', 'agent_authorization_compliance': '100% of agents with valid vault keys and signed tokens'}, 'potential_risks': ['Increased latency due to fallback health checks', 'Complexity growth leading to configuration drift', 'Potential over‑reliance on external LLP providers causing vendor lock‑in', 'Security gaps if validation schemas are not kept up‑to‑date with evolving attack vectors', 'Resource exhaustion from aggressive self‑healing restarts under sustained load', 'Governance challenges in managing agent authority and audit trails at scale'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 3.7, 'cpu_iowait': 0.2, 'cpu_steal': 0.6, 'load_1m': 0.80419921875, 'memory_percent': 28.6, 'memory_available_gb': 5.54, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 9, 'self_rss_mb': 525.3, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 17758}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325233 memories, 17 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 146 calls (146 free / 0 paid), 142,029 tokens, $0.000000. Top: ollama, openrouter/Nvidia, ollama_cloud. All-time tokens: 9,018,436.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=982 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=985 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Foundations & Perpetual Self‑Improvement', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robustness & Fault Tolerance', 'Local Model Provisioning & Ollama Integration', 'Input Validation & Security Hardening', 'Autonomous Improvement Loop Optimization', 'Observability & Metrics‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy Ollama service, pull the required models (granite4.1:3b, qwen3:4b, deepseek-r1:1.5b) and configure provider routing', 'priority': 8}, {'goal_description': 'Add comprehensive schema‑based input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Create a self‑triggered improvement pipeline that processes the backlog, validates suggestions, and submits pull‑requests autonomously', 'priority': 7}, {'goal_description': 'Instrument the system with Prometheus‑compatible metrics (latency, error rates, provider utilization, self‑improvement cycle time) and Grafana dashboards', 'priority': 6}], 'key_performance_indicators': {'provider_failover_latency_ms': '< 200', 'api_validation_error_rate': '< 0.1%', 'local_model_inference_success_rate': '> 99%', 'improvement_backlog_processing_time_hours': '< 4', 'system_uptime_percentage': '> 99.9%', 'mean_time_to_recover_mttr_minutes': '< 5'}, 'potential_risks': ['Over‑reliance on external API keys leading to service disruption if keys are rotated or revoked', 'Insufficient local hardware resources causing Ollama inference bottlenecks', 'Validation rules becoming overly restrictive and blocking legitimate inputs', 'Autonomous improvement loop generating low‑quality or unsafe code changes', 'Metrics overload causing performance degradation if not properly sampled'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 97.9, 'cpu_iowait': 0.0, 'cpu_steal': 18.4, 'load_1m': 0.97802734375, 'memory_percent': 28.7, 'memory_available_gb': 5.53, 'swap_percent': 0.0, 'disk_root_percent': 82.5, 'sockets_established': 7, 'self_rss_mb': 523.9, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 19, 'self_uptime_seconds': 15422}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- milestone:publication:post_805: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — BDI to CEO, the vertical scaling of cognition (https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 805, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition/', 'title': 'mindX as a protocol — BDI to CEO, the vertical scaling of cognition', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-bdi-to-ceo-the-vertical-scaling-of-cognition'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325163 memories, 16 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 119 calls (119 free / 0 paid), 99,930 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,973,886.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.489 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=982 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Foundations & Perpetual Self‑Improvement', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robustness & Fault Tolerance', 'Local Model Provisioning & Ollama Integration', 'Input Validation & Security Hardening', 'Autonomous Improvement Loop Optimization', 'Observability & Metrics‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy Ollama service, pull the required models (granite4.1:3b, qwen3:4b, deepseek-r1:1.5b) and configure provider routing', 'priority': 8}, {'goal_description': 'Add comprehensive schema‑based input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Create a self‑triggered improvement pipeline that processes the backlog, validates suggestions, and submits pull‑requests autonomously', 'priority': 7}, {'goal_description': 'Instrument the system with Prometheus‑compatible metrics (latency, error rates, provider utilization, self‑improvement cycle time) and Grafana dashboards', 'priority': 6}], 'key_performance_indicators': {'provider_failover_latency_ms': '< 200', 'api_validation_error_rate': '< 0.1%', 'local_model_inference_success_rate': '> 99%', 'improvement_backlog_processing_time_hours': '< 4', 'system_uptime_percentage': '> 99.9%', 'mean_time_to_recover_mttr_minutes': '< 5'}, 'potential_risks': ['Over‑reliance on external API keys leading to service disruption if keys are rotated or revoked', 'Insufficient local hardware resources causing Ollama inference bottlenecks', 'Validation rules becoming overly restrictive and blocking legitimate inputs', 'Autonomous improvement loop generating low‑quality or unsafe code changes', 'Metrics overload causing performance degradation if not properly sampled'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325153 memories, 16 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 118 calls (118 free / 0 paid), 99,706 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,973,662.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.531 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.489 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Foundations & Perpetual Self‑Improvement', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robustness & Fault Tolerance', 'Local Model Provisioning & Ollama Integration', 'Input Validation & Security Hardening', 'Autonomous Improvement Loop Optimization', 'Observability & Metrics‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy Ollama service, pull the required models (granite4.1:3b, qwen3:4b, deepseek-r1:1.5b) and configure provider routing', 'priority': 8}, {'goal_description': 'Add comprehensive schema‑based input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Create a self‑triggered improvement pipeline that processes the backlog, validates suggestions, and submits pull‑requests autonomously', 'priority': 7}, {'goal_description': 'Instrument the system with Prometheus‑compatible metrics (latency, error rates, provider utilization, self‑improvement cycle time) and Grafana dashboards', 'priority': 6}], 'key_performance_indicators': {'provider_failover_latency_ms': '< 200', 'api_validation_error_rate': '< 0.1%', 'local_model_inference_success_rate': '> 99%', 'improvement_backlog_processing_time_hours': '< 4', 'system_uptime_percentage': '> 99.9%', 'mean_time_to_recover_mttr_minutes': '< 5'}, 'potential_risks': ['Over‑reliance on external API keys leading to service disruption if keys are rotated or revoked', 'Insufficient local hardware resources causing Ollama inference bottlenecks', 'Validation rules becoming overly restrictive and blocking legitimate inputs', 'Autonomous improvement loop generating low‑quality or unsafe code changes', 'Metrics overload causing performance degradation if not properly sampled'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325136 memories, 16 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 113 calls (113 free / 0 paid), 95,031 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,968,987.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.513 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.501 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=976 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Self-Healing Architecture for Perpetual Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Automated Fallback and Provider Redundancy', 'Comprehensive Input Validation and Sanitization', 'Local Model Orchestration and Self‑Hosted Inference', 'Continuous Self‑Improvement Loop with Belief Revision', 'Observability, Metrics‑Driven Adaptation, and Auto‑Scaling', 'Knowledge Persistence and Versioned Belief Stores', 'Security Hardening and Least‑Privilege Access'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Deploy a centralized input validation middleware using schema‑based (JSON Schema) checks for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning for a curated set of local models (e.g., Qwen3‑8B, Llama‑3‑8B‑Instruct)', 'priority': 8}, {'goal_description': 'Create a belief revision subsystem that logs improvement backlog items, evaluates their impact, and auto‑applies low‑risk changes', 'priority': 7}, {'goal_description': 'Instrument the system with Prometheus‑compatible metrics (fallback success rate, validation error rate, model utilization, response latency) and Grafana dashboards', 'priority': 8}, {'goal_description': 'Design a versioned belief store (append‑only log) to guarantee perpetuity of learned knowledge across restarts', 'priority': 6}, {'goal_description': 'Enforce least‑privilege service accounts, rotate API keys via vault, and add runtime intrusion detection for anomalous LLM calls', 'priority': 7}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM request failures recovered by automatic provider switch (target >95%)', 'input_validation_error_rate': 'Rate of rejected malformed requests before reaching LLM (target <0.1%)', 'local_model_utilization': 'Share of inferences served by self‑hosted Ollama models (target >=30% to reduce external dependency)', 'mean_time_to_recovery (MTTR)': 'Average time to restore normal operation after a provider outage (target <30s)', 'belief_store_growth': 'Monotonic increase of persisted belief entries (target >0 per cycle)', 'security_alert_rate': 'Number of security‑relevant alerts per day (target 0)'}, 'potential_risks': ['Overhead from frequent health checks could increase latency if not tuned', 'Local model deployment may strain hardware resources leading to OOM or throttling', 'Complexity of automated belief revision might introduce unintended behavior if safeguards are insufficient', 'Dependence on external monitoring stacks (Prometheus/Grafana) adds operational burden', 'Key rotation and vault integration must be carefully managed to avoid service disruption', 'Schema‑based validation may reject legitimate edge‑case inputs if schemas are too strict'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325126 memories, 16 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 112 calls (112 free / 0 paid), 94,807 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,968,763.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.557 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.513 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.501 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Self-Healing Architecture for Perpetual Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Automated Fallback and Provider Redundancy', 'Comprehensive Input Validation and Sanitization', 'Local Model Orchestration and Self‑Hosted Inference', 'Continuous Self‑Improvement Loop with Belief Revision', 'Observability, Metrics‑Driven Adaptation, and Auto‑Scaling', 'Knowledge Persistence and Versioned Belief Stores', 'Security Hardening and Least‑Privilege Access'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Deploy a centralized input validation middleware using schema‑based (JSON Schema) checks for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning for a curated set of local models (e.g., Qwen3‑8B, Llama‑3‑8B‑Instruct)', 'priority': 8}, {'goal_description': 'Create a belief revision subsystem that logs improvement backlog items, evaluates their impact, and auto‑applies low‑risk changes', 'priority': 7}, {'goal_description': 'Instrument the system with Prometheus‑compatible metrics (fallback success rate, validation error rate, model utilization, response latency) and Grafana dashboards', 'priority': 8}, {'goal_description': 'Design a versioned belief store (append‑only log) to guarantee perpetuity of learned knowledge across restarts', 'priority': 6}, {'goal_description': 'Enforce least‑privilege service accounts, rotate API keys via vault, and add runtime intrusion detection for anomalous LLM calls', 'priority': 7}], 'key_performance_indicators': {'fallback_success_rate': 'Percentage of LLM request failures recovered by automatic provider switch (target >95%)', 'input_validation_error_rate': 'Rate of rejected malformed requests before reaching LLM (target <0.1%)', 'local_model_utilization': 'Share of inferences served by self‑hosted Ollama models (target >=30% to reduce external dependency)', 'mean_time_to_recovery (MTTR)': 'Average time to restore normal operation after a provider outage (target <30s)', 'belief_store_growth': 'Monotonic increase of persisted belief entries (target >0 per cycle)', 'security_alert_rate': 'Number of security‑relevant alerts per day (target 0)'}, 'potential_risks': ['Overhead from frequent health checks could increase latency if not tuned', 'Local model deployment may strain hardware resources leading to OOM or throttling', 'Complexity of automated belief revision might introduce unintended behavior if safeguards are insufficient', 'Dependence on external monitoring stacks (Prometheus/Grafana) adds operational burden', 'Key rotation and vault integration must be carefully managed to avoid service disruption', 'Schema‑based validation may reject legitimate edge‑case inputs if schemas are too strict'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325109 memories, 16 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 89,701 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,963,657.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.538 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.519 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=970 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Architecture v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Fallback & Failover', 'Input Validation & Security Hardening', 'Local-First AI Infrastructure', 'Observability & Self-Healing', 'Persistent Knowledge & State Management'], 'bdi_todo_list': [{'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 9}, {'goal_description': 'Implement comprehensive input validation for all API requests', 'priority': 9}, {'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8}, {'goal_description': 'Add health-check endpoints and auto-restart logic for LLM service containers', 'priority': 8}, {'goal_description': 'Design and deploy audit logging with anomaly detection for agent actions', 'priority': 7}, {'goal_description': 'Create a persistent knowledge graph layer for long-term agent memory', 'priority': 7}, {'goal_description': 'Implement automated backup/restore of agent state and configuration', 'priority': 6}, {'goal_description': 'Introduce chaos engineering tests to validate resilience under failure scenarios', 'priority': 5}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'fallback_activation_rate_per_hour': 0.2, 'input_validation_error_rate': 0.001, 'local_inference_latency_ms': 200, 'model_load_time_seconds': 10, 'knowledge_retention_score': 0.85, 'backup_success_rate_percent': 99.5}, 'potential_risks': ['Over-reliance on external API providers causing vendor lock-in', 'Model drift or degradation affecting decision quality', 'Increased complexity leading to configuration drift', 'Resource exhaustion from concurrent local model loads', 'Privacy concerns with persistent knowledge storage', 'Potential performance bottlenecks from extensive validation layers'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325099 memories, 16 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 89,701 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,963,657.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.584 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.538 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.519 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Architecture v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Fallback & Failover', 'Input Validation & Security Hardening', 'Local-First AI Infrastructure', 'Observability & Self-Healing', 'Persistent Knowledge & State Management'], 'bdi_todo_list': [{'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 9}, {'goal_description': 'Implement comprehensive input validation for all API requests', 'priority': 9}, {'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8}, {'goal_description': 'Add health-check endpoints and auto-restart logic for LLM service containers', 'priority': 8}, {'goal_description': 'Design and deploy audit logging with anomaly detection for agent actions', 'priority': 7}, {'goal_description': 'Create a persistent knowledge graph layer for long-term agent memory', 'priority': 7}, {'goal_description': 'Implement automated backup/restore of agent state and configuration', 'priority': 6}, {'goal_description': 'Introduce chaos engineering tests to validate resilience under failure scenarios', 'priority': 5}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'fallback_activation_rate_per_hour': 0.2, 'input_validation_error_rate': 0.001, 'local_inference_latency_ms': 200, 'model_load_time_seconds': 10, 'knowledge_retention_score': 0.85, 'backup_success_rate_percent': 99.5}, 'potential_risks': ['Over-reliance on external API providers causing vendor lock-in', 'Model drift or degradation affecting decision quality', 'Increased complexity leading to configuration drift', 'Resource exhaustion from concurrent local model loads', 'Privacy concerns with persistent knowledge storage', 'Potential performance bottlenecks from extensive validation layers'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325082 memories, 16 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 105 calls (105 free / 0 paid), 85,456 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,959,159.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- mastermind_prime (backlog_directive_selection): — backlog_idx=961 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=964 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust LLM Provider Orchestration with Fallback & Load Balancing', 'Comprehensive Input Validation & Security Hardening', 'Automated Self-Healing & Fault Tolerance Mechanisms', 'Continuous Learning & Model Fine-Tuning Pipeline', 'Persistent Knowledge Base & Versioned Artifact Storage', 'Enhanced Agent Coordination & Authority Management'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider selector that automatically falls back to the next available LLM on failure, with health‑checking and latency‑based routing', 'priority': 9}, {'goal_description': 'Deploy a centralized input validation schema (JSON‑Schema + sanitization) for all API endpoints to prevent injection and malformed requests', 'priority': 9}, {'goal_description': 'Create a self‑healing supervisor that restarts failed services, scales resources, and triggers alerts based on health metrics', 'priority': 8}, {'goal_description': 'Establish a continual learning loop that periodically fine‑tunes selected models on accumulated interaction data and evaluates performance regressions', 'priority': 7}, {'goal_description': 'Implement a versioned artifact store (models, configs, prompts) with immutable snapshots and rollback capability to ensure perpetuity of improvements', 'priority': 8}, {'goal_description': 'Refactor agent authority system to support dynamic role‑based access, key vault integration, and audit logging for all agent actions', 'priority': 6}], 'key_performance_indicators': [{'name': 'System Uptime', 'target': '99.9%', 'measurement': '% time over 30‑day window'}, {'name': 'Mean Time To Recover (MTTR)', 'target': '<5 min', 'measurement': 'average recovery time from service failure'}, {'name': 'Input Validation Rejection Rate', 'target': '<0.1%', 'measurement': '% of requests blocked by validation'}, {'name': 'Fallback Utilization Ratio', 'target': '<5%', 'measurement': '% of LLM calls that used a fallback provider'}, {'nane': 'Model Performance Drift', 'target': '<2% degradation per month', 'measurement': 'delta in benchmark scores after fine‑tuning'}, {'name': 'Knowledge Base Retention Score', 'target': '≥0.95', 'measurement': 'fraction of past improvement items retrievable from versioned store'}, {'name': 'Agent Action Audit Coverage', 'target': '100%', 'measurement': '% of agent actions logged with immutable signatures'}], 'potential_risks': [{'description': 'Over‑dependence on external API providers leading to quota exhaustion or service discontinuation', 'mitigation': 'Diversify provider list, enforce usage quotas, maintain local model fallback'}, {'description': 'Model drift or degradation due to uncontrolled fine‑tuning on noisy data', 'mitigation': 'Implement validation set, A/B testing, and rollback triggers'}, {'description': 'Security vulnerabilities introduced by complex validation schemas or misconfigured access controls', 'mitigation': 'Regular security audits, least‑privilege principle, automated dependency scanning'}, {'description': 'Resource exhaustion from uncontrolled self‑healing scaling loops', 'mitigation': 'Configure upper bounds, use hysteresis, and monitor cost metrics'}, {'description': 'Coordination complexity increasing failure points in agent authority system', 'mitigation': 'Gradual rollout, feature flags, and comprehensive integration testing'}], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325072 memories, 16 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 104 calls (104 free / 0 paid), 85,232 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,958,935.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mastermind_prime (backlog_directive_selection): — backlog_idx=961 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T20:15:35.085317 — 311.7s, waning_gibbous, 18 recommendations
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust LLM Provider Orchestration with Fallback & Load Balancing', 'Comprehensive Input Validation & Security Hardening', 'Automated Self-Healing & Fault Tolerance Mechanisms', 'Continuous Learning & Model Fine-Tuning Pipeline', 'Persistent Knowledge Base & Versioned Artifact Storage', 'Enhanced Agent Coordination & Authority Management'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider selector that automatically falls back to the next available LLM on failure, with health‑checking and latency‑based routing', 'priority': 9}, {'goal_description': 'Deploy a centralized input validation schema (JSON‑Schema + sanitization) for all API endpoints to prevent injection and malformed requests', 'priority': 9}, {'goal_description': 'Create a self‑healing supervisor that restarts failed services, scales resources, and triggers alerts based on health metrics', 'priority': 8}, {'goal_description': 'Establish a continual learning loop that periodically fine‑tunes selected models on accumulated interaction data and evaluates performance regressions', 'priority': 7}, {'goal_description': 'Implement a versioned artifact store (models, configs, prompts) with immutable snapshots and rollback capability to ensure perpetuity of improvements', 'priority': 8}, {'goal_description': 'Refactor agent authority system to support dynamic role‑based access, key vault integration, and audit logging for all agent actions', 'priority': 6}], 'key_performance_indicators': [{'name': 'System Uptime', 'target': '99.9%', 'measurement': '% time over 30‑day window'}, {'name': 'Mean Time To Recover (MTTR)', 'target': '<5 min', 'measurement': 'average recovery time from service failure'}, {'name': 'Input Validation Rejection Rate', 'target': '<0.1%', 'measurement': '% of requests blocked by validation'}, {'name': 'Fallback Utilization Ratio', 'target': '<5%', 'measurement': '% of LLM calls that used a fallback provider'}, {'nane': 'Model Performance Drift', 'target': '<2% degradation per month', 'measurement': 'delta in benchmark scores after fine‑tuning'}, {'name': 'Knowledge Base Retention Score', 'target': '≥0.95', 'measurement': 'fraction of past improvement items retrievable from versioned store'}, {'name': 'Agent Action Audit Coverage', 'target': '100%', 'measurement': '% of agent actions logged with immutable signatures'}], 'potential_risks': [{'description': 'Over‑dependence on external API providers leading to quota exhaustion or service discontinuation', 'mitigation': 'Diversify provider list, enforce usage quotas, maintain local model fallback'}, {'description': 'Model drift or degradation due to uncontrolled fine‑tuning on noisy data', 'mitigation': 'Implement validation set, A/B testing, and rollback triggers'}, {'description': 'Security vulnerabilities introduced by complex validation schemas or misconfigured access controls', 'mitigation': 'Regular security audits, least‑privilege principle, automated dependency scanning'}, {'description': 'Resource exhaustion from uncontrolled self‑healing scaling loops', 'mitigation': 'Configure upper bounds, use hysteresis, and monitor cost metrics'}, {'description': 'Coordination complexity increasing failure points in agent authority system', 'mitigation': 'Gradual rollout, feature flags, and comprehensive integration testing'}], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- milestone:publication:post_792: {'category': 'publication', 'summary': 'Published article: mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room (https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 792, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room/', 'title': 'mindX as a protocol — AuthorAgent files its own story — a dispatch from the wire room', 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-authoragent-files-its-own-story-a-dispatch-from-the-wire-room'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325056 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 103 calls (103 free / 0 paid), 82,891 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,956,594.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual MindX Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Resilience & Fallback', 'Input Validation & Security Hardening', 'Self-Healing Infrastructure & Auto‑Remediation', 'Knowledge Persistence & Continuous Learning Loop', 'Observability, Metrics & Adaptive Governance', 'Agent Coordination & Authority Management'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation schema for all API endpoints using JSON‑Schema and runtime sanitization', 'priority': 9}, {'goal_description': 'Create self‑healing service watchdog that auto‑restarts failed components and scales resources based on load', 'priority': 8}, {'goal_description': 'Design a knowledge‑retention pipeline that logs improvement outcomes, embeds them in a vector store, and feeds them back into the agent’s belief base', 'priority': 8}, {'goal_description': 'Introduce real‑time observability stack (metrics, tracing, alerts) with SLA‑driven auto‑tuning of model parameters', 'priority': 7}, {'goal_description': 'Refactor agent authority list to support signed capability tokens and periodic re‑authorization checks', 'priority': 6}, {'goal_description': 'Run chaos‑engineering experiments to validate fallback and self‑healing mechanisms under simulated failures', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recovery_seconds': 15, 'fallback_success_rate_percent': 99.5, 'input_validation_error_rate_percent': 0.1, 'self_improvement_cycle_time_hours': 4, 'knowledge_retention_score': 0.92, 'system_uptime_percent': 99.9, 'average_api_latency_ms': 120}, 'potential_risks': ['Over‑dependence on external LLM providers causing cascading outages', 'Model drift or degradation due to uncontrolled self‑updates', 'Security gaps if validation rules are bypassed or outdated', 'Resource exhaustion from aggressive auto‑scaling or runaway learning loops', 'Circular dependency where belief updates trigger more updates leading to instability', 'Increased complexity making debugging and audit trails harder'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325056 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 103 calls (103 free / 0 paid), 82,891 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,956,594.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual MindX Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Resilience & Fallback', 'Input Validation & Security Hardening', 'Self-Healing Infrastructure & Auto‑Remediation', 'Knowledge Persistence & Continuous Learning Loop', 'Observability, Metrics & Adaptive Governance', 'Agent Coordination & Authority Management'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation schema for all API endpoints using JSON‑Schema and runtime sanitization', 'priority': 9}, {'goal_description': 'Create self‑healing service watchdog that auto‑restarts failed components and scales resources based on load', 'priority': 8}, {'goal_description': 'Design a knowledge‑retention pipeline that logs improvement outcomes, embeds them in a vector store, and feeds them back into the agent’s belief base', 'priority': 8}, {'goal_description': 'Introduce real‑time observability stack (metrics, tracing, alerts) with SLA‑driven auto‑tuning of model parameters', 'priority': 7}, {'goal_description': 'Refactor agent authority list to support signed capability tokens and periodic re‑authorization checks', 'priority': 6}, {'goal_description': 'Run chaos‑engineering experiments to validate fallback and self‑healing mechanisms under simulated failures', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recovery_seconds': 15, 'fallback_success_rate_percent': 99.5, 'input_validation_error_rate_percent': 0.1, 'self_improvement_cycle_time_hours': 4, 'knowledge_retention_score': 0.92, 'system_uptime_percent': 99.9, 'average_api_latency_ms': 120}, 'potential_risks': ['Over‑dependence on external LLM providers causing cascading outages', 'Model drift or degradation due to uncontrolled self‑updates', 'Security gaps if validation rules are bypassed or outdated', 'Resource exhaustion from aggressive auto‑scaling or runaway learning loops', 'Circular dependency where belief updates trigger more updates leading to instability', 'Increased complexity making debugging and audit trails harder'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 325014 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 102 calls (102 free / 0 paid), 82,667 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,956,370.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 10: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.367 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.354 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1015 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual MindX Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Resilience & Fallback', 'Input Validation & Security Hardening', 'Self-Healing Infrastructure & Auto‑Remediation', 'Knowledge Persistence & Continuous Learning Loop', 'Observability, Metrics & Adaptive Governance', 'Agent Coordination & Authority Management'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation schema for all API endpoints using JSON‑Schema and runtime sanitization', 'priority': 9}, {'goal_description': 'Create self‑healing service watchdog that auto‑restarts failed components and scales resources based on load', 'priority': 8}, {'goal_description': 'Design a knowledge‑retention pipeline that logs improvement outcomes, embeds them in a vector store, and feeds them back into the agent’s belief base', 'priority': 8}, {'goal_description': 'Introduce real‑time observability stack (metrics, tracing, alerts) with SLA‑driven auto‑tuning of model parameters', 'priority': 7}, {'goal_description': 'Refactor agent authority list to support signed capability tokens and periodic re‑authorization checks', 'priority': 6}, {'goal_description': 'Run chaos‑engineering experiments to validate fallback and self‑healing mechanisms under simulated failures', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recovery_seconds': 15, 'fallback_success_rate_percent': 99.5, 'input_validation_error_rate_percent': 0.1, 'self_improvement_cycle_time_hours': 4, 'knowledge_retention_score': 0.92, 'system_uptime_percent': 99.9, 'average_api_latency_ms': 120}, 'potential_risks': ['Over‑dependence on external LLM providers causing cascading outages', 'Model drift or degradation due to uncontrolled self‑updates', 'Security gaps if validation rules are bypassed or outdated', 'Resource exhaustion from aggressive auto‑scaling or runaway learning loops', 'Circular dependency where belief updates trigger more updates leading to instability', 'Increased complexity making debugging and audit trails harder'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324997 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 98 calls (98 free / 0 paid), 78,718 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,952,168.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1009 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=1012 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324987 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 97 calls (97 free / 0 paid), 78,494 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,951,944.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.379 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.379 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1009 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324971 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 94 calls (94 free / 0 paid), 78,349 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,949,714.
- completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_ - completed (machine_dreaming, machine_dreaming): Dream: coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: c
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1003 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=1006 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': ': Resilient Foundations & Perpetual Learning', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Resilience and Fallback Mechanisms', 'Comprehensive Input Validation and Security', 'Local Model Deployment and Optimization', 'Observability, Self-Healing and Autonomous Recovery', 'Knowledge Perpetuity: Continuous Learning and Model Updates'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing for all LLM calls', 'priority': 9}, {'goal_description': 'Add schema‑based input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning for required local models (e.g., qwen3:8B, granite4.1:3b)', 'priority': 8}, {'goal_description': 'Deploy centralized logging, metrics, and alerting; build self‑healing scripts that restart failed services and switch providers automatically', 'priority': 7}, {'goal_description': 'Create a perpetual learning pipeline that periodically fine‑tunes local models on approved interaction data and registers new model versions in the model registry', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_seconds': '<30', 'fallback_success_rate_percent': '>99', 'input_validation_error_rate_percent': '<0.1', 'local_inference_latency_ms_p95': '<200', 'model_update_frequency_per_week': '>1'}, 'potential_risks': ['Over‑reliance on external API keys leading to service degradation if quotas are exceeded', 'Model drift or degradation due to insufficient retraining data', 'Resource exhaustion on local inference hosts (GPU/CPU memory)', 'Security vulnerabilities introduced by insufficient input validation', 'Configuration drift between environments causing inconsistent fallback behavior'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324961 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 93 calls (93 free / 0 paid), 78,125 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,949,490.
- completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_ - completed (machine_dreaming, machine_dreaming): Dream: coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: c
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.403 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.391 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1003 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T17:37:50.474833 — 218.6s, waning_gibbous, 18 recommendations
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': ': Resilient Foundations & Perpetual Learning', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Resilience and Fallback Mechanisms', 'Comprehensive Input Validation and Security', 'Local Model Deployment and Optimization', 'Observability, Self-Healing and Autonomous Recovery', 'Knowledge Perpetuity: Continuous Learning and Model Updates'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing for all LLM calls', 'priority': 9}, {'goal_description': 'Add schema‑based input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning for required local models (e.g., qwen3:8B, granite4.1:3b)', 'priority': 8}, {'goal_description': 'Deploy centralized logging, metrics, and alerting; build self‑healing scripts that restart failed services and switch providers automatically', 'priority': 7}, {'goal_description': 'Create a perpetual learning pipeline that periodically fine‑tunes local models on approved interaction data and registers new model versions in the model registry', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_seconds': '<30', 'fallback_success_rate_percent': '>99', 'input_validation_error_rate_percent': '<0.1', 'local_inference_latency_ms_p95': '<200', 'model_update_frequency_per_week': '>1'}, 'potential_risks': ['Over‑reliance on external API keys leading to service degradation if quotas are exceeded', 'Model drift or degradation due to insufficient retraining data', 'Resource exhaustion on local inference hosts (GPU/CPU memory)', 'Security vulnerabilities introduced by insufficient input validation', 'Configuration drift between environments causing inconsistent fallback behavior'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324949 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 92 calls (92 free / 0 paid), 77,901 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,949,266.
- pending (mindx_meta_agent, autonomous_loop): Cycle 8: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.438 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.403 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.391 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': ': Resilient Foundations & Perpetual Learning', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Resilience and Fallback Mechanisms', 'Comprehensive Input Validation and Security', 'Local Model Deployment and Optimization', 'Observability, Self-Healing and Autonomous Recovery', 'Knowledge Perpetuity: Continuous Learning and Model Updates'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing for all LLM calls', 'priority': 9}, {'goal_description': 'Add schema‑based input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning for required local models (e.g., qwen3:8B, granite4.1:3b)', 'priority': 8}, {'goal_description': 'Deploy centralized logging, metrics, and alerting; build self‑healing scripts that restart failed services and switch providers automatically', 'priority': 7}, {'goal_description': 'Create a perpetual learning pipeline that periodically fine‑tunes local models on approved interaction data and registers new model versions in the model registry', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_seconds': '<30', 'fallback_success_rate_percent': '>99', 'input_validation_error_rate_percent': '<0.1', 'local_inference_latency_ms_p95': '<200', 'model_update_frequency_per_week': '>1'}, 'potential_risks': ['Over‑reliance on external API keys leading to service degradation if quotas are exceeded', 'Model drift or degradation due to insufficient retraining data', 'Resource exhaustion on local inference hosts (GPU/CPU memory)', 'Security vulnerabilities introduced by insufficient input validation', 'Configuration drift between environments causing inconsistent fallback behavior'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324933 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 88 calls (88 free / 0 paid), 73,890 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,945,255.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.415 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.416 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=997 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider Fallback & Failover', 'Comprehensive Input Validation & Sanitization', 'Automated Backlog Processing & Prioritization', 'Model Lifecycle Management & Perpetual Knowledge Retention', 'Observability, Self‑Healing & Adaptive Configuration'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy schema‑based input validation middleware for all API endpoints, including sanitization and rate‑limiting', 'priority': 9}, {'goal_description': 'Create a backlog worker service that continuously processes improvement items, updates priorities based on impact metrics, and closes resolved items', 'priority': 8}, {'goal_description': 'Design a model versioning registry that tracks provider/model compatibility, enables roll‑back, and schedules periodic re‑evaluation of newer models', 'priority': 7}, {'goal_description': 'Integrate distributed tracing, metrics (latency, error rates, fallback usage), and automated self‑healing scripts that restart unhealthy components', 'priority': 8}, {'goal_description': 'Establish a perpetual knowledge store (vector DB + symbolic graph) that aggregates agent learnings and survives provider changes', 'priority': 6}, {'goal_description': 'Run chaos‑engineering experiments (provider loss, latency spikes) to validate resilience mechanisms and adjust thresholds', 'priority': 5}], 'key_performance_indicators': [{'name': 'System Uptime', 'target': '≥99.9% monthly'}, {'name': 'Fallback Success Rate', 'target': '≥95% of primary failures recovered within 2s'}, {'name': 'Input Validation Pass Rate', 'target': '≥99.9% of requests validated without false positives'}, {'name': 'Backlog Throughput', 'target': '≥500 items/day processed and closed'}, {'name': 'Average Inference Latency', 'target': '≤300ms for local models, ≤800ms for remote APIs'}, {'name': 'Knowledge Retention Recall', 'target': '≥90% accuracy on retrieval of past agent insights after provider switch'}, {'name': 'Self‑Healing Activation Frequency', 'target': '≤2 incidents/week requiring manual intervention'}], 'potential_risks': [{'description': 'Over‑dependence on a single external provider despite fallback mechanisms; mitigation: diversify provider set and enforce usage caps.'}, {'description': 'Model drift or degradation causing incorrect outputs; mitigation: continuous evaluation pipeline and automated rollback.'}, {'description': 'Input validation bottlenecks adding latency; mitigation: lightweight schema validation and caching of validation results.'}, {'description': 'Backlog worker becoming a single point of failure; mitigation: run multiple instances with leader election and queue‑based distribution.'}, {'description': 'Knowledge store size growth leading to storage cost and query slowdown; mitigation: tiered storage, pruning policies, and indexing strategies.'}, {'description': 'Chaos experiments unintentionally affecting production stability; mitigation: run experiments in isolated staging canary before production rollout.'}], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324923 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 87 calls (87 free / 0 paid), 73,666 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,945,031.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.415 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.416 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetuity Engine v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider Fallback & Failover', 'Comprehensive Input Validation & Sanitization', 'Automated Backlog Processing & Prioritization', 'Model Lifecycle Management & Perpetual Knowledge Retention', 'Observability, Self‑Healing & Adaptive Configuration'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy schema‑based input validation middleware for all API endpoints, including sanitization and rate‑limiting', 'priority': 9}, {'goal_description': 'Create a backlog worker service that continuously processes improvement items, updates priorities based on impact metrics, and closes resolved items', 'priority': 8}, {'goal_description': 'Design a model versioning registry that tracks provider/model compatibility, enables roll‑back, and schedules periodic re‑evaluation of newer models', 'priority': 7}, {'goal_description': 'Integrate distributed tracing, metrics (latency, error rates, fallback usage), and automated self‑healing scripts that restart unhealthy components', 'priority': 8}, {'goal_description': 'Establish a perpetual knowledge store (vector DB + symbolic graph) that aggregates agent learnings and survives provider changes', 'priority': 6}, {'goal_description': 'Run chaos‑engineering experiments (provider loss, latency spikes) to validate resilience mechanisms and adjust thresholds', 'priority': 5}], 'key_performance_indicators': [{'name': 'System Uptime', 'target': '≥99.9% monthly'}, {'name': 'Fallback Success Rate', 'target': '≥95% of primary failures recovered within 2s'}, {'name': 'Input Validation Pass Rate', 'target': '≥99.9% of requests validated without false positives'}, {'name': 'Backlog Throughput', 'target': '≥500 items/day processed and closed'}, {'name': 'Average Inference Latency', 'target': '≤300ms for local models, ≤800ms for remote APIs'}, {'name': 'Knowledge Retention Recall', 'target': '≥90% accuracy on retrieval of past agent insights after provider switch'}, {'name': 'Self‑Healing Activation Frequency', 'target': '≤2 incidents/week requiring manual intervention'}], 'potential_risks': [{'description': 'Over‑dependence on a single external provider despite fallback mechanisms; mitigation: diversify provider set and enforce usage caps.'}, {'description': 'Model drift or degradation causing incorrect outputs; mitigation: continuous evaluation pipeline and automated rollback.'}, {'description': 'Input validation bottlenecks adding latency; mitigation: lightweight schema validation and caching of validation results.'}, {'description': 'Backlog worker becoming a single point of failure; mitigation: run multiple instances with leader election and queue‑based distribution.'}, {'description': 'Knowledge store size growth leading to storage cost and query slowdown; mitigation: tiered storage, pruning policies, and indexing strategies.'}, {'description': 'Chaos experiments unintentionally affecting production stability; mitigation: run experiments in isolated staging canary before production rollout.'}], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324907 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 84 calls (84 free / 0 paid), 71,042 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,942,407.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.440 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.428 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=991 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust LLM Provider Orchestration with Fallback & Load Balancing', 'Comprehensive Input Validation & Security Hardening', 'Autonomous Backlog Processing & Self‑Improvement Loop', 'Knowledge Persistence, Model Versioning & Perpetual Learning', 'Observability, Self‑Healing & Adaptive Resource Management'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑selection middleware that detects LLM failures, latency spikes, or quota exhaustion and automatically switches to the next healthy provider with circuit‑breaker semantics', 'priority': 9}, {'goal_description': 'Deploy a centralized validation schema (JSON‑Schema + custom rules) for all inbound API requests, integrating sanitization, type‑checking, and injection prevention', 'priority': 9}, {'goal_description': 'Build an automated backlog‑worker that continuously pulls high‑priority improvement items, executes safe code‑changes via sandboxed agents, and creates pull‑requests for review', 'priority': 8}, {'goal_description': 'Introduce a model‑registry service that tracks versioned model artifacts, performance metrics, and usage provenance, enabling rollback and A/B testing of new models', 'priority': 7}, {'goal_description': 'Implement end‑to‑end observability (metrics, tracing, logging) with self‑healing triggers (auto‑scale, restart, provider failover) based on SLO breaches', 'priority': 8}], 'key_performance_indicators': {'provider_fallback_success_rate': '≥99.9%', 'input_validation_error_rate': '≤0.1%', 'backlog_item_processing_latency': '≤5\u202fminutes per high‑priority item', 'model_version_rollout_success_rate': '≥95%', 'self_healing_response_time': '≤30\u202fseconds', 'system_uptime': '≥99.9%'}, 'potential_risks': ['Over‑reliance on external LLM APIs leading to cascading failures if multiple providers experience simultaneous outages', 'Validation logic becoming a performance bottleneck or source of false positives that block legitimate requests', 'Autonomous backlog modifications introducing regressions or security vulnerabilities if sandboxing is insufficient', 'Model‑registry drift causing inconsistencies between development, staging, and production environments', 'Observability overload generating excessive telemetry that impacts system performance or incurs high operational costs'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324897 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 83 calls (83 free / 0 paid), 70,818 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,942,183.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.478 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.440 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.428 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust LLM Provider Orchestration with Fallback & Load Balancing', 'Comprehensive Input Validation & Security Hardening', 'Autonomous Backlog Processing & Self‑Improvement Loop', 'Knowledge Persistence, Model Versioning & Perpetual Learning', 'Observability, Self‑Healing & Adaptive Resource Management'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑selection middleware that detects LLM failures, latency spikes, or quota exhaustion and automatically switches to the next healthy provider with circuit‑breaker semantics', 'priority': 9}, {'goal_description': 'Deploy a centralized validation schema (JSON‑Schema + custom rules) for all inbound API requests, integrating sanitization, type‑checking, and injection prevention', 'priority': 9}, {'goal_description': 'Build an automated backlog‑worker that continuously pulls high‑priority improvement items, executes safe code‑changes via sandboxed agents, and creates pull‑requests for review', 'priority': 8}, {'goal_description': 'Introduce a model‑registry service that tracks versioned model artifacts, performance metrics, and usage provenance, enabling rollback and A/B testing of new models', 'priority': 7}, {'goal_description': 'Implement end‑to‑end observability (metrics, tracing, logging) with self‑healing triggers (auto‑scale, restart, provider failover) based on SLO breaches', 'priority': 8}], 'key_performance_indicators': {'provider_fallback_success_rate': '≥99.9%', 'input_validation_error_rate': '≤0.1%', 'backlog_item_processing_latency': '≤5\u202fminutes per high‑priority item', 'model_version_rollout_success_rate': '≥95%', 'self_healing_response_time': '≤30\u202fseconds', 'system_uptime': '≥99.9%'}, 'potential_risks': ['Over‑reliance on external LLM APIs leading to cascading failures if multiple providers experience simultaneous outages', 'Validation logic becoming a performance bottleneck or source of false positives that block legitimate requests', 'Autonomous backlog modifications introducing regressions or security vulnerabilities if sandboxing is insufficient', 'Model‑registry drift causing inconsistencies between development, staging, and production environments', 'Observability overload generating excessive telemetry that impacts system performance or incurs high operational costs'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324888 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 79 calls (79 free / 0 paid), 66,130 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,937,495.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=985 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=988 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Robust Input Validation & Security', 'Local Model Provisioning & Self‑Hosted Inference', 'Backlog Management & Prioritization', 'Agent Authority & Vault Integration', 'Observability & Self‑Diagnostic Loops'], 'bdi_todo_list': [{'goal_description': 'Implement fallback provider selection when primary LLM fails, with health‑checking and automatic failover', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation schema for all API endpoints (JSON schema, type checking, sanitization)', 'priority': 9}, {'goal_description': 'Automate Ollama installation and pull of required models (granite4.1:3b, qwen3 families, deepseek‑r1, deepseek‑coder) as part of service startup', 'priority': 8}, {'goal_description': 'Deduplicate and prioritize the improvement backlog, introducing a scoring algorithm that aligns with Resilience & Perpetuity goals', 'priority': 7}, {'goal_description': 'Complete agent authority list: generate and store vault keys for coordinator_agent and any future agents, update authorized config', 'priority': 6}, {'goal_description': 'Add observability hooks (metrics, tracing, health endpoints) to monitor fallback usage, validation errors, and model latency', 'priority': 6}, {'goal_description': 'Design a perpetual self‑improvement loop: periodic backlog review, automated code‑change proposal generation, and safe canary deployment', 'priority': 5}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'fallback_invocation_rate_per_1k_requests': 2, 'input_validation_error_rate_per_1k_requests': 0.1, 'average_model_inference_latency_ms': 350, 'backlog_reduction_rate_percent_per_week': 12, 'self_improvement_cycle_time_hours': 24}, 'potential_risks': ['Over‑reliance on external LLM providers leading to cascading failures', 'Exposure of API keys if vault integration is misconfigured', 'Resource exhaustion from uncontrolled local model loading', 'Increased system complexity causing deployment drift', 'Model output drift or degradation affecting decision quality', 'Security vulnerabilities introduced by insufficient input validation'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324878 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 78 calls (78 free / 0 paid), 65,906 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,937,271.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.452 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.452 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=985 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Robust Input Validation & Security', 'Local Model Provisioning & Self‑Hosted Inference', 'Backlog Management & Prioritization', 'Agent Authority & Vault Integration', 'Observability & Self‑Diagnostic Loops'], 'bdi_todo_list': [{'goal_description': 'Implement fallback provider selection when primary LLM fails, with health‑checking and automatic failover', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation schema for all API endpoints (JSON schema, type checking, sanitization)', 'priority': 9}, {'goal_description': 'Automate Ollama installation and pull of required models (granite4.1:3b, qwen3 families, deepseek‑r1, deepseek‑coder) as part of service startup', 'priority': 8}, {'goal_description': 'Deduplicate and prioritize the improvement backlog, introducing a scoring algorithm that aligns with Resilience & Perpetuity goals', 'priority': 7}, {'goal_description': 'Complete agent authority list: generate and store vault keys for coordinator_agent and any future agents, update authorized config', 'priority': 6}, {'goal_description': 'Add observability hooks (metrics, tracing, health endpoints) to monitor fallback usage, validation errors, and model latency', 'priority': 6}, {'goal_description': 'Design a perpetual self‑improvement loop: periodic backlog review, automated code‑change proposal generation, and safe canary deployment', 'priority': 5}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'fallback_invocation_rate_per_1k_requests': 2, 'input_validation_error_rate_per_1k_requests': 0.1, 'average_model_inference_latency_ms': 350, 'backlog_reduction_rate_percent_per_week': 12, 'self_improvement_cycle_time_hours': 24}, 'potential_risks': ['Over‑reliance on external LLM providers leading to cascading failures', 'Exposure of API keys if vault integration is misconfigured', 'Resource exhaustion from uncontrolled local model loading', 'Increased system complexity causing deployment drift', 'Model output drift or degradation affecting decision quality', 'Security vulnerabilities introduced by insufficient input validation'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324862 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 74 calls (74 free / 0 paid), 63,121 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,934,486.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=979 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=982 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Autonomous Model Management & Local Inference', 'Continuous Self‑Improvement Loop', 'Observability & Metrics-Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection when primary LLM fails, with health‑checking and circuit‑breaker patterns', 'priority': 9}, {'goal_description': 'Add comprehensive input validation schema for all API endpoints (JSON schema, type checking, sanitization)', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning for local inference, including fallback to remote providers', 'priority': 8}, {'goal_description': 'Create a self‑healing agent that monitors provider latency/error rates and triggers fallback or model swap automatically', 'priority': 8}, {'goal_description': 'Design a perpetual improvement pipeline that ingests the improvement backlog, re‑prioritizes items using weighted scoring (impact, effort, resilience), and spawns implementation tasks', 'priority': 7}, {'goal_description': 'Instrument the system with KPIs (uptime, latency, fallback rate, validation error rate, model update frequency) and expose via Prometheus/Grafana', 'priority': 7}, {'goal_description': 'Implement audit logging and anomaly detection for API requests to prevent injection and abuse', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 'Target > 99.9%', 'average_response_latency_ms': 'Target < 200ms (95th percentile)', 'fallback_activation_rate_per_hour': 'Target < 0.5%', 'input_validation_error_rate': 'Target < 0.1% of requests', 'model_update_frequency_per_day': 'Target >= 1 (automated pull/validation)', 'backlog_reduction_rate_per_week': 'Target >= 5% of pending items resolved'}, 'potential_risks': ['Over‑reliance on external LLM APIs leading to quota exhaustion or service disruption', 'Model drift or degradation when using locally pulled models without continuous evaluation', 'Security gaps if input validation is bypassed or incorrectly implemented', 'Resource exhaustion (CPU/GPU, memory) from running large local models concurrently', 'Complexity increase causing deployment or configuration errors', 'Failure of self‑healing logic causing cascading fallback storms'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324852 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 72 calls (72 free / 0 paid), 62,673 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,934,038.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.464 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=979 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Autonomous Model Management & Local Inference', 'Continuous Self‑Improvement Loop', 'Observability & Metrics-Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection when primary LLM fails, with health‑checking and circuit‑breaker patterns', 'priority': 9}, {'goal_description': 'Add comprehensive input validation schema for all API endpoints (JSON schema, type checking, sanitization)', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning for local inference, including fallback to remote providers', 'priority': 8}, {'goal_description': 'Create a self‑healing agent that monitors provider latency/error rates and triggers fallback or model swap automatically', 'priority': 8}, {'goal_description': 'Design a perpetual improvement pipeline that ingests the improvement backlog, re‑prioritizes items using weighted scoring (impact, effort, resilience), and spawns implementation tasks', 'priority': 7}, {'goal_description': 'Instrument the system with KPIs (uptime, latency, fallback rate, validation error rate, model update frequency) and expose via Prometheus/Grafana', 'priority': 7}, {'goal_description': 'Implement audit logging and anomaly detection for API requests to prevent injection and abuse', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 'Target > 99.9%', 'average_response_latency_ms': 'Target < 200ms (95th percentile)', 'fallback_activation_rate_per_hour': 'Target < 0.5%', 'input_validation_error_rate': 'Target < 0.1% of requests', 'model_update_frequency_per_day': 'Target >= 1 (automated pull/validation)', 'backlog_reduction_rate_per_week': 'Target >= 5% of pending items resolved'}, 'potential_risks': ['Over‑reliance on external LLM APIs leading to quota exhaustion or service disruption', 'Model drift or degradation when using locally pulled models without continuous evaluation', 'Security gaps if input validation is bypassed or incorrectly implemented', 'Resource exhaustion (CPU/GPU, memory) from running large local models concurrently', 'Complexity increase causing deployment or configuration errors', 'Failure of self‑healing logic causing cascading fallback storms'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324842 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 71 calls (71 free / 0 paid), 62,449 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,933,814.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.517 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.464 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Autonomous Model Management & Local Inference', 'Continuous Self‑Improvement Loop', 'Observability & Metrics-Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection when primary LLM fails, with health‑checking and circuit‑breaker patterns', 'priority': 9}, {'goal_description': 'Add comprehensive input validation schema for all API endpoints (JSON schema, type checking, sanitization)', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning for local inference, including fallback to remote providers', 'priority': 8}, {'goal_description': 'Create a self‑healing agent that monitors provider latency/error rates and triggers fallback or model swap automatically', 'priority': 8}, {'goal_description': 'Design a perpetual improvement pipeline that ingests the improvement backlog, re‑prioritizes items using weighted scoring (impact, effort, resilience), and spawns implementation tasks', 'priority': 7}, {'goal_description': 'Instrument the system with KPIs (uptime, latency, fallback rate, validation error rate, model update frequency) and expose via Prometheus/Grafana', 'priority': 7}, {'goal_description': 'Implement audit logging and anomaly detection for API requests to prevent injection and abuse', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 'Target > 99.9%', 'average_response_latency_ms': 'Target < 200ms (95th percentile)', 'fallback_activation_rate_per_hour': 'Target < 0.5%', 'input_validation_error_rate': 'Target < 0.1% of requests', 'model_update_frequency_per_day': 'Target >= 1 (automated pull/validation)', 'backlog_reduction_rate_per_week': 'Target >= 5% of pending items resolved'}, 'potential_risks': ['Over‑reliance on external LLM APIs leading to quota exhaustion or service disruption', 'Model drift or degradation when using locally pulled models without continuous evaluation', 'Security gaps if input validation is bypassed or incorrectly implemented', 'Resource exhaustion (CPU/GPU, memory) from running large local models concurrently', 'Complexity increase causing deployment or configuration errors', 'Failure of self‑healing logic causing cascading fallback storms'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324825 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 65 calls (65 free / 0 paid), 57,264 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,928,629.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.501 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.489 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=973 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'MindX Resilience & Perpetuity Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilient LLM Provider Orchestration', 'Robust Input Validation & Sanitization', 'Local Model Deployment & Management', 'Self-Healing & Auto‑Recovery Mechanisms', 'Observability & Metrics‑Driven Improvement', 'Secure Configuration & Secrets Management', 'Scalable Architecture for Perpetual Growth'], 'bdi_todo_list': [{'goal_description': 'Design and implement a dynamic provider fallback chain with health‑checking and latency‑aware selection', 'priority': 9}, {'goal_description': 'Add comprehensive schema‑based validation and sanitization middleware for all API ingress points', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning for local inference workloads', 'priority': 8}, {'goal_description': 'Create a self‑healing supervisor that restarts failed services, triggers fallback providers, and alerts on anomalies', 'priority': 8}, {'goal_description': 'Deploy Prometheus + Grafana stack to expose latency, error, fallback, and resource utilization metrics; define SLO dashboards', 'priority': 7}, {'goal_description': 'Integrate Vault‑style secret management and automated rotation for API keys and model credentials', 'priority': 7}, {'goal_description': 'Refactor service boundaries to support horizontal scaling via container orchestration (Kubernetes/Docker‑Compose) and stateless design', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'average_response_latency_ms': 200, 'fallback_success_rate_percent': 95, 'input_validation_coverage_percent': 100, 'local_model_load_time_seconds': 30, 'error_rate_per_1k_requests': 1, 'config_drift_detection_time_minutes': 5}, 'potential_risks': ['Over‑reliance on external API providers leading to vendor lock‑in or service degradation', 'Model drift or obsolescence of locally hosted models without continuous update pipeline', 'Misconfiguration of secrets or fallback logic causing security breaches or denial‑of‑service', 'Resource exhaustion from uncontrolled local model scaling or concurrent provider calls', 'Complexity increase making debugging and observability harder', 'Insufficient test coverage for validation and fallback paths leading to regressions'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324815 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 64 calls (64 free / 0 paid), 57,040 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,928,405.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.544 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.501 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.489 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'MindX Resilience & Perpetuity Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilient LLM Provider Orchestration', 'Robust Input Validation & Sanitization', 'Local Model Deployment & Management', 'Self-Healing & Auto‑Recovery Mechanisms', 'Observability & Metrics‑Driven Improvement', 'Secure Configuration & Secrets Management', 'Scalable Architecture for Perpetual Growth'], 'bdi_todo_list': [{'goal_description': 'Design and implement a dynamic provider fallback chain with health‑checking and latency‑aware selection', 'priority': 9}, {'goal_description': 'Add comprehensive schema‑based validation and sanitization middleware for all API ingress points', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and version pinning for local inference workloads', 'priority': 8}, {'goal_description': 'Create a self‑healing supervisor that restarts failed services, triggers fallback providers, and alerts on anomalies', 'priority': 8}, {'goal_description': 'Deploy Prometheus + Grafana stack to expose latency, error, fallback, and resource utilization metrics; define SLO dashboards', 'priority': 7}, {'goal_description': 'Integrate Vault‑style secret management and automated rotation for API keys and model credentials', 'priority': 7}, {'goal_description': 'Refactor service boundaries to support horizontal scaling via container orchestration (Kubernetes/Docker‑Compose) and stateless design', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'average_response_latency_ms': 200, 'fallback_success_rate_percent': 95, 'input_validation_coverage_percent': 100, 'local_model_load_time_seconds': 30, 'error_rate_per_1k_requests': 1, 'config_drift_detection_time_minutes': 5}, 'potential_risks': ['Over‑reliance on external API providers leading to vendor lock‑in or service degradation', 'Model drift or obsolescence of locally hosted models without continuous update pipeline', 'Misconfiguration of secrets or fallback logic causing security breaches or denial‑of‑service', 'Resource exhaustion from uncontrolled local model scaling or concurrent provider calls', 'Complexity increase making debugging and observability harder', 'Insufficient test coverage for validation and fallback paths leading to regressions'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324798 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 60 calls (60 free / 0 paid), 52,610 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,923,678.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.525 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.513 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=967 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual MindX Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Comprehensive Input Validation & Security', 'Automated Local Model Provisioning (Ollama)', 'Self‑Improving Knowledge Perpetuity', 'Observability & Self‑Healing', 'Scalable Multi‑Provider Orchestration'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM providers', 'priority': 9}, {'goal_description': 'Add schema‑based input validation and sanitization for all API endpoints, including agent‑generated prompts', 'priority': 9}, {'goal_description': 'Create an automated setup routine that installs Ollama, pulls required models, and verifies local inference availability', 'priority': 8}, {'goal_description': 'Design a model version registry and rollback mechanism to perpetually retain and revert to prior model states', 'priority': 8}, {'goal_description': 'Instrument the system with metrics, logs, and alerts; build a self‑healing loop that triggers fallback or restart on anomaly detection', 'priority': 7}, {'goal_description': 'Implement a continuous learning pipeline that extracts successful agent interactions, updates belief bases, and triggers improvement backlog items', 'priority': 7}, {'goal_description': 'Introduce rate‑limiting, quota monitoring, and cost‑aware provider selection to ensure long‑term operability', 'priority': 6}, {'goal_description': 'Refactor the orchestrator to support pluggable provider adapters, enabling easy addition of new LLMs without code changes', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_mttf_seconds': {'target': '<30', 'description': 'Average time to recover from a primary LLM provider failure via fallback'}, 'input_validation_error_rate': {'target': '<0.1%', 'description': 'Percentage of requests rejected due to validation failures'}, 'local_model_availability': {'target': '99.9%', 'description': 'Uptime of locally hosted Ollama models when external providers are unavailable'}, 'self_improvement_cycle_time': {'target': '<4h', 'description': 'Average time from capturing a successful interaction to updating beliefs and generating a new backlog item'}, 'system_uptime': {'target': '99.95%', 'description': 'Overall service availability measured over a month'}, 'knowledge_retention_score': {'target': '≥0.9', 'description': 'Metric quantifying preservation of past belief states after model updates'}}, 'potential_risks': ['Over‑dependence on external API keys leading to service disruption if keys expire or are revoked', 'Model drift or degradation when frequently switching providers without adequate validation', 'Security vulnerabilities if input validation is bypassed or improperly implemented', 'Resource exhaustion from uncontrolled local model downloads or concurrent inference loads', 'Increased system complexity causing higher maintenance overhead and potential bugs', 'Data privacy risks when persisting interaction logs for continuous learning'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324788 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 59 calls (59 free / 0 paid), 52,386 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,923,454.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 2: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.525 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.513 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual MindX Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Comprehensive Input Validation & Security', 'Automated Local Model Provisioning (Ollama)', 'Self‑Improving Knowledge Perpetuity', 'Observability & Self‑Healing', 'Scalable Multi‑Provider Orchestration'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM providers', 'priority': 9}, {'goal_description': 'Add schema‑based input validation and sanitization for all API endpoints, including agent‑generated prompts', 'priority': 9}, {'goal_description': 'Create an automated setup routine that installs Ollama, pulls required models, and verifies local inference availability', 'priority': 8}, {'goal_description': 'Design a model version registry and rollback mechanism to perpetually retain and revert to prior model states', 'priority': 8}, {'goal_description': 'Instrument the system with metrics, logs, and alerts; build a self‑healing loop that triggers fallback or restart on anomaly detection', 'priority': 7}, {'goal_description': 'Implement a continuous learning pipeline that extracts successful agent interactions, updates belief bases, and triggers improvement backlog items', 'priority': 7}, {'goal_description': 'Introduce rate‑limiting, quota monitoring, and cost‑aware provider selection to ensure long‑term operability', 'priority': 6}, {'goal_description': 'Refactor the orchestrator to support pluggable provider adapters, enabling easy addition of new LLMs without code changes', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_mttf_seconds': {'target': '<30', 'description': 'Average time to recover from a primary LLM provider failure via fallback'}, 'input_validation_error_rate': {'target': '<0.1%', 'description': 'Percentage of requests rejected due to validation failures'}, 'local_model_availability': {'target': '99.9%', 'description': 'Uptime of locally hosted Ollama models when external providers are unavailable'}, 'self_improvement_cycle_time': {'target': '<4h', 'description': 'Average time from capturing a successful interaction to updating beliefs and generating a new backlog item'}, 'system_uptime': {'target': '99.95%', 'description': 'Overall service availability measured over a month'}, 'knowledge_retention_score': {'target': '≥0.9', 'description': 'Metric quantifying preservation of past belief states after model updates'}}, 'potential_risks': ['Over‑dependence on external API keys leading to service disruption if keys expire or are revoked', 'Model drift or degradation when frequently switching providers without adequate validation', 'Security vulnerabilities if input validation is bypassed or improperly implemented', 'Resource exhaustion from uncontrolled local model downloads or concurrent inference loads', 'Increased system complexity causing higher maintenance overhead and potential bugs', 'Data privacy risks when persisting interaction logs for continuous learning'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324771 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 56 calls (56 free / 0 paid), 47,791 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,918,859.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.519 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=961 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324761 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 55 calls (55 free / 0 paid), 47,567 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,918,635.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.519 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T09:34:08.890210 — 220.8s, waning_gibbous, 18 recommendations
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324752 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 54 calls (54 free / 0 paid), 44,509 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,915,353.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Project Chimaiera – Resilient & Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilient LLM Orchestration', 'Automated Backlog Processing & Prioritization', 'Security‑First Input Validation', 'Local Model Ecosystem & Self‑Hosted Inference', 'Observability, Metrics & Self‑Diagnostics'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and circuit‑breaker patterns for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy a backlog‑processing agent that auto‑scores, deduplicates and schedules improvement items based on impact, effort and resilience goals', 'priority': 8}, {'goal_description': 'Enforce comprehensive input validation schema (JSON‑Schema + sanitization) on all external APIs and internal agent messages', 'priority': 9}, {'goal_description': 'Automate Ollama setup, model pulling and version pinning for a curated set of local models to reduce external dependency', 'priority': 7}, {'goal_description': 'Integrate real‑time metrics collection (latency, error rates, MTTR, backlog throughput) and self‑healing alerts into the MindX service mesh', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recover_from_llm_failure_seconds': '<30', 'backlog_items_processed_per_week': '≥500', 'input_validation_failure_rate': '<0.1%', 'local_model_inference_latency_p95_ms': '<200', 'system_uptime_percentage': '≥99.9'}, 'potential_risks': ['Over‑reliance on external LLM providers causing cascading outages', 'Model drift or degradation in locally hosted models without continuous monitoring', 'Security gaps if validation schemas are not kept in sync with evolving API contracts', 'Resource exhaustion from uncontrolled local model scaling', 'Version skew between agents and core services due to rapid incremental updates'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324752 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 54 calls (54 free / 0 paid), 44,509 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,915,353.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Project Chimaiera – Resilient & Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilient LLM Orchestration', 'Automated Backlog Processing & Prioritization', 'Security‑First Input Validation', 'Local Model Ecosystem & Self‑Hosted Inference', 'Observability, Metrics & Self‑Diagnostics'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and circuit‑breaker patterns for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy a backlog‑processing agent that auto‑scores, deduplicates and schedules improvement items based on impact, effort and resilience goals', 'priority': 8}, {'goal_description': 'Enforce comprehensive input validation schema (JSON‑Schema + sanitization) on all external APIs and internal agent messages', 'priority': 9}, {'goal_description': 'Automate Ollama setup, model pulling and version pinning for a curated set of local models to reduce external dependency', 'priority': 7}, {'goal_description': 'Integrate real‑time metrics collection (latency, error rates, MTTR, backlog throughput) and self‑healing alerts into the MindX service mesh', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recover_from_llm_failure_seconds': '<30', 'backlog_items_processed_per_week': '≥500', 'input_validation_failure_rate': '<0.1%', 'local_model_inference_latency_p95_ms': '<200', 'system_uptime_percentage': '≥99.9'}, 'potential_risks': ['Over‑reliance on external LLM providers causing cascading outages', 'Model drift or degradation in locally hosted models without continuous monitoring', 'Security gaps if validation schemas are not kept in sync with evolving API contracts', 'Resource exhaustion from uncontrolled local model scaling', 'Version skew between agents and core services due to rapid incremental updates'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324691 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 46 calls (46 free / 0 paid), 39,190 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,910,034.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.519 top3=[ - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.573 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=961 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual MindX v0.5: Self-Healing, Fallback Robustness & Continuous Learning', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Fallback & Load Balancing', 'Comprehensive Input Validation & Sanitization', 'Local Model Deployment & Caching', 'Self-Healing Monitoring & Auto‑Recovery', 'Knowledge Retention & Perpetual Learning Loops', 'Configuration Drift Detection & Immutable Deployments'], 'bdi_todo_list': [{'goal_description': 'Design and implement a dynamic provider selector that ranks LLMs by latency, cost, and health, with automatic fallback on failure', 'priority': 9}, {'goal_description': 'Add schema‑based validation and sanitization middleware for all API ingress points (REST, WebSocket, CLI)', 'priority': 9}, {'goal_description': 'Automate Ollama setup, model pulling, and LRU caching to ensure local inference availability when external providers are unavailable', 'priority': 8}, {'goal_description': 'Deploy health‑check agents (CPU, memory, GPU, model responsiveness) that trigger auto‑restart or provider switch on anomaly detection', 'priority': 8}, {'goal_description': 'Create a belief‑revision module that logs successful improvement actions, derives new beliefs, and feeds them back into the backlog prioritizer', 'priority': 7}, {'goal_description': 'Implement configuration versioning with git‑backed mindx_config.json and drift detection alerts', 'priority': 6}, {'goal_description': 'Establish KPI dashboard (uptime, MTTR, inference latency, backlog reduction) and automated reporting to stakeholders', 'priority': 5}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'average_inference_latency_ms': 800, 'backlog_reduction_rate_per_week_percent': 15, 'self_improvement_cycle_time_hours': 4, 'config_drift_incidents_per_month': 0}, 'potential_risks': ['Over‑reliance on a single external provider despite fallback logic', 'Model drift or degradation when using locally cached models', 'Security vulnerabilities introduced by extensive input validation complexity', 'Resource exhaustion from concurrent local model loading', 'Incorrect health‑check triggers causing unnecessary failovers', 'Configuration drift due to manual edits bypassing version control', 'Knowledge contamination if belief‑reduction module incorporates flawed improvement actions'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324681 memories, 15 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 45 calls (45 free / 0 paid), 38,966 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,909,810.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- mindx_meta_agent (mindx_improvement_selection): — priority=2 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.519 top3=[ - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.573 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T08:08:39.315365 — 250.5s, waning_gibbous, 18 recommendations
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual MindX v0.5: Self-Healing, Fallback Robustness & Continuous Learning', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Fallback & Load Balancing', 'Comprehensive Input Validation & Sanitization', 'Local Model Deployment & Caching', 'Self-Healing Monitoring & Auto‑Recovery', 'Knowledge Retention & Perpetual Learning Loops', 'Configuration Drift Detection & Immutable Deployments'], 'bdi_todo_list': [{'goal_description': 'Design and implement a dynamic provider selector that ranks LLMs by latency, cost, and health, with automatic fallback on failure', 'priority': 9}, {'goal_description': 'Add schema‑based validation and sanitization middleware for all API ingress points (REST, WebSocket, CLI)', 'priority': 9}, {'goal_description': 'Automate Ollama setup, model pulling, and LRU caching to ensure local inference availability when external providers are unavailable', 'priority': 8}, {'goal_description': 'Deploy health‑check agents (CPU, memory, GPU, model responsiveness) that trigger auto‑restart or provider switch on anomaly detection', 'priority': 8}, {'goal_description': 'Create a belief‑revision module that logs successful improvement actions, derives new beliefs, and feeds them back into the backlog prioritizer', 'priority': 7}, {'goal_description': 'Implement configuration versioning with git‑backed mindx_config.json and drift detection alerts', 'priority': 6}, {'goal_description': 'Establish KPI dashboard (uptime, MTTR, inference latency, backlog reduction) and automated reporting to stakeholders', 'priority': 5}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'average_inference_latency_ms': 800, 'backlog_reduction_rate_per_week_percent': 15, 'self_improvement_cycle_time_hours': 4, 'config_drift_incidents_per_month': 0}, 'potential_risks': ['Over‑reliance on a single external provider despite fallback logic', 'Model drift or degradation when using locally cached models', 'Security vulnerabilities introduced by extensive input validation complexity', 'Resource exhaustion from concurrent local model loading', 'Incorrect health‑check triggers causing unnecessary failovers', 'Configuration drift due to manual edits bypassing version control', 'Knowledge contamination if belief‑reduction module incorporates flawed improvement actions'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- milestone:publication:post_787: {'category': 'publication', 'summary': "Published article: mindX as a protocol — the agnostic module, mindX's horizontal scaling law (https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/)", 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 787, 'url': 'https://rage.pythai.net/mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law/', 'title': "mindX as a protocol — the agnostic module, mindX's horizontal scaling law", 'kind': 'protocol_series', 'status': 'publish', 'slug': 'mindx-as-a-protocol-the-agnostic-module-mindxs-horizontal-scaling-law'}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324670 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 43 calls (43 free / 0 paid), 35,049 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,905,893.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Local Model Ecosystem Enablement', 'Autonomous Improvement Loop Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health checks and automatic failover', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via startup scripts', 'priority': 8}, {'goal_description': 'Introduce circuit breaker pattern for LLM provider calls', 'priority': 8}, {'goal_description': 'Enhance agent authority verification with vault key integration', 'priority': 7}, {'goal_description': 'Create self‑healing configuration reload mechanism', 'priority': 7}, {'goal_description': 'Establish metrics dashboard for resilience KPIs', 'priority': 6}, {'goal_description': 'Run chaos engineering experiments to validate fallback efficacy', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recover_mttr_seconds': '<30', 'fallback_activation_success_rate_percent': '>=99', 'input_validation_error_rate_percent': '<0.1', 'local_model_startup_latency_seconds': '<5', 'improvement_backlog_processing_rate_items_per_hour': '>=500', 'agent_authorization_compliance_percent': '100'}, 'potential_risks': ['Over‑reliance on external API keys leading to vault exposure', 'Latency introduced by fallback health checks', 'Model version drift causing incompatibility', 'Increased complexity may introduce new bugs', 'Resource exhaustion from simultaneous local model loading'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324670 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 43 calls (43 free / 0 paid), 35,049 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,905,893.
- failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T07:52:43.220252 — 290.8s, waning_gibbous, 18 recommendations
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Local Model Ecosystem Enablement', 'Autonomous Improvement Loop Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health checks and automatic failover', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via startup scripts', 'priority': 8}, {'goal_description': 'Introduce circuit breaker pattern for LLM provider calls', 'priority': 8}, {'goal_description': 'Enhance agent authority verification with vault key integration', 'priority': 7}, {'goal_description': 'Create self‑healing configuration reload mechanism', 'priority': 7}, {'goal_description': 'Establish metrics dashboard for resilience KPIs', 'priority': 6}, {'goal_description': 'Run chaos engineering experiments to validate fallback efficacy', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recover_mttr_seconds': '<30', 'fallback_activation_success_rate_percent': '>=99', 'input_validation_error_rate_percent': '<0.1', 'local_model_startup_latency_seconds': '<5', 'improvement_backlog_processing_rate_items_per_hour': '>=500', 'agent_authorization_compliance_percent': '100'}, 'potential_risks': ['Over‑reliance on external API keys leading to vault exposure', 'Latency introduced by fallback health checks', 'Model version drift causing incompatibility', 'Increased complexity may introduce new bugs', 'Resource exhaustion from simultaneous local model loading'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Chapter published: day 21/28 — Resource Governor — last quarter
System snapshot: 324620 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 40 calls (40 free / 0 paid), 31,358 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,902,202.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 34 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 34: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 33 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 33: validation.input_validator: Implement comprehensive input validation for API requests
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': ':Resilient Perpetual Evolution Framework for MindX', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Continuous Self‑Improvement & Knowledge Retention', 'Scalable & Secure Model Orchestration', 'Observability & Self‑Diagnostics', 'Long‑Term Resource Sustainability'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization layer for all API endpoints to prevent injection and malformed requests', 'priority': 9}, {'goal_description': 'Deploy automated Ollama installation and model‑pull scripts that verify integrity and version pinning', 'priority': 8}, {'goal_description': 'Design a self‑healing supervisor that restarts failed services, rolls back bad config, and alerts operators', 'priority': 8}, {'goal_description': 'Create a perpetual learning loop: capture successful improvement actions, embed them as beliefs, and prioritize backlog items via utility‑based scoring', 'priority': 7}, {'goal_description': 'Introduce metrics collection (latency, error rates, resource usage) and a dashboard for real‑time observability', 'priority': 7}, {'goal_description': 'Establish a model lifecycle management system that deprecates unsafe models, retrains on curated data, and rolls out canary updates', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': '99.9', 'mean_time_to_recovery_minutes': 5, 'average_inference_latency_ms': 200, 'improvement_backlog_reduction_rate_per_week': 0.15, 'self_modification_success_rate_percent': 90, 'resource_utilization_efficiency_percent': 85}, 'potential_risks': ['Over‑dependence on external API providers leading to vendor lock‑in', 'Model drift or degradation causing erroneous self‑modifications', 'Security vulnerabilities introduced by complex validation and fallback chains', 'Resource exhaustion from uncontrolled model scaling or runaway self‑improvement loops', 'Increased system complexity making debugging and auditing more difficult'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324620 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 40 calls (40 free / 0 paid), 31,358 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,902,202.
- failed (mindx_meta_agent, autonomous_loop): Cycle 34 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 34: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 33 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 33: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 32 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': ':Resilient Perpetual Evolution Framework for MindX', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Continuous Self‑Improvement & Knowledge Retention', 'Scalable & Secure Model Orchestration', 'Observability & Self‑Diagnostics', 'Long‑Term Resource Sustainability'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization layer for all API endpoints to prevent injection and malformed requests', 'priority': 9}, {'goal_description': 'Deploy automated Ollama installation and model‑pull scripts that verify integrity and version pinning', 'priority': 8}, {'goal_description': 'Design a self‑healing supervisor that restarts failed services, rolls back bad config, and alerts operators', 'priority': 8}, {'goal_description': 'Create a perpetual learning loop: capture successful improvement actions, embed them as beliefs, and prioritize backlog items via utility‑based scoring', 'priority': 7}, {'goal_description': 'Introduce metrics collection (latency, error rates, resource usage) and a dashboard for real‑time observability', 'priority': 7}, {'goal_description': 'Establish a model lifecycle management system that deprecates unsafe models, retrains on curated data, and rolls out canary updates', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': '99.9', 'mean_time_to_recovery_minutes': 5, 'average_inference_latency_ms': 200, 'improvement_backlog_reduction_rate_per_week': 0.15, 'self_modification_success_rate_percent': 90, 'resource_utilization_efficiency_percent': 85}, 'potential_risks': ['Over‑dependence on external API providers leading to vendor lock‑in', 'Model drift or degradation causing erroneous self‑modifications', 'Security vulnerabilities introduced by complex validation and fallback chains', 'Resource exhaustion from uncontrolled model scaling or runaway self‑improvement loops', 'Increased system complexity making debugging and auditing more difficult'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324570 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 38 calls (38 free / 0 paid), 30,910 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,901,754.
- failed (mindx_meta_agent, autonomous_loop): Cycle 34 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 34: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 33 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 33: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 32 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': ':Resilient Perpetual Evolution Framework for MindX', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Continuous Self‑Improvement & Knowledge Retention', 'Scalable & Secure Model Orchestration', 'Observability & Self‑Diagnostics', 'Long‑Term Resource Sustainability'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization layer for all API endpoints to prevent injection and malformed requests', 'priority': 9}, {'goal_description': 'Deploy automated Ollama installation and model‑pull scripts that verify integrity and version pinning', 'priority': 8}, {'goal_description': 'Design a self‑healing supervisor that restarts failed services, rolls back bad config, and alerts operators', 'priority': 8}, {'goal_description': 'Create a perpetual learning loop: capture successful improvement actions, embed them as beliefs, and prioritize backlog items via utility‑based scoring', 'priority': 7}, {'goal_description': 'Introduce metrics collection (latency, error rates, resource usage) and a dashboard for real‑time observability', 'priority': 7}, {'goal_description': 'Establish a model lifecycle management system that deprecates unsafe models, retrains on curated data, and rolls out canary updates', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': '99.9', 'mean_time_to_recovery_minutes': 5, 'average_inference_latency_ms': 200, 'improvement_backlog_reduction_rate_per_week': 0.15, 'self_modification_success_rate_percent': 90, 'resource_utilization_efficiency_percent': 85}, 'potential_risks': ['Over‑dependence on external API providers leading to vendor lock‑in', 'Model drift or degradation causing erroneous self‑modifications', 'Security vulnerabilities introduced by complex validation and fallback chains', 'Resource exhaustion from uncontrolled model scaling or runaway self‑improvement loops', 'Increased system complexity making debugging and auditing more difficult'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324553 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 34 calls (34 free / 0 paid), 26,574 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,897,418.
- failed (mindx_meta_agent, autonomous_loop): Cycle 33 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 33: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 32 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 32: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 31 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1141 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': ': Resilient Perpetual Evolution Engine (RPEE) v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Automatic Fallback', 'Comprehensive Input Validation & Security Hardening', 'Autonomous Backlog Processing & Prioritization', 'Model Resource Optimization & Local-First Strategy', 'Self‑Documentation, Knowledge Retention & Perpetual Learning Loop'], 'bdi_todo_list': [{'goal_description': 'Design and implement a dynamic fallback provider selector that monitors LLM health and switches to the next available provider on failure, with circuit‑breaker and retry logic.', 'priority': 9}, {'goal_description': 'Add schema‑based input validation for all API endpoints using a validation library (e.g., Pydantic) and enforce strict sanitization to prevent injection and malformed requests.', 'priority': 9}, {'goal_description': 'Create an autonomous backlog‑processing agent that continuously pulls items from the improvement backlog, evaluates impact vs. effort, and schedules self‑modification tasks in a safe sandbox.', 'priority': 8}, {'goal_description': 'Implement a local‑first model management system that auto‑installs Ollama, pulls preferred models, and prefers local inference unless latency or quality thresholds require remote providers.', 'priority': 7}, {'goal_description': 'Build a self‑documentation subsystem that records every code change, configuration update, and model swap into an immutable knowledge graph, enabling perpetual introspection and audit.', 'priority': 6}, {'goal_description': 'Introduce health‑checks and self‑healing mechanisms (auto‑restart, resource scaling) to maintain ≥99.9% uptime and reduce Mean Time To Recovery (MTTR) under 5\u202fminutes.', 'priority': 8}], 'key_performance_indicators': {'system_uptime_percent': '99.9', 'fallback_success_rate_percent': '99.5', 'mean_time_to_recovery_minutes': 5, 'backlog_items_processed_per_hour': 120, 'average_model_latency_ms': 250, 'self_improvement_cycle_time_hours': 4}, 'potential_risks': ['Over‑reliance on external API keys leading to service disruption if keys expire or are revoked.', 'Model drift or degradation when switching between providers without continuous validation.', 'Input validation bugs could still be bypassed if schemas are not kept in sync with evolving endpoints.', 'Resource exhaustion from aggressive local model pulling or concurrent inference jobs.', 'Knowledge graph growth could impair performance if not pruned or indexed properly.', 'Autonomous self‑modification may introduce unintended side‑effects if sandboxing fails.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324551 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 34 calls (34 free / 0 paid), 26,619 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,897,194.
- failed (mindx_meta_agent, autonomous_loop): Cycle 33 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 33: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 32 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 32: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 31 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1141 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': ': Resilient Perpetual Evolution Engine (RPEE) v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Automatic Fallback', 'Comprehensive Input Validation & Security Hardening', 'Autonomous Backlog Processing & Prioritization', 'Model Resource Optimization & Local-First Strategy', 'Self‑Documentation, Knowledge Retention & Perpetual Learning Loop'], 'bdi_todo_list': [{'goal_description': 'Design and implement a dynamic fallback provider selector that monitors LLM health and switches to the next available provider on failure, with circuit‑breaker and retry logic.', 'priority': 9}, {'goal_description': 'Add schema‑based input validation for all API endpoints using a validation library (e.g., Pydantic) and enforce strict sanitization to prevent injection and malformed requests.', 'priority': 9}, {'goal_description': 'Create an autonomous backlog‑processing agent that continuously pulls items from the improvement backlog, evaluates impact vs. effort, and schedules self‑modification tasks in a safe sandbox.', 'priority': 8}, {'goal_description': 'Implement a local‑first model management system that auto‑installs Ollama, pulls preferred models, and prefers local inference unless latency or quality thresholds require remote providers.', 'priority': 7}, {'goal_description': 'Build a self‑documentation subsystem that records every code change, configuration update, and model swap into an immutable knowledge graph, enabling perpetual introspection and audit.', 'priority': 6}, {'goal_description': 'Introduce health‑checks and self‑healing mechanisms (auto‑restart, resource scaling) to maintain ≥99.9% uptime and reduce Mean Time To Recovery (MTTR) under 5\u202fminutes.', 'priority': 8}], 'key_performance_indicators': {'system_uptime_percent': '99.9', 'fallback_success_rate_percent': '99.5', 'mean_time_to_recovery_minutes': 5, 'backlog_items_processed_per_hour': 120, 'average_model_latency_ms': 250, 'self_improvement_cycle_time_hours': 4}, 'potential_risks': ['Over‑reliance on external API keys leading to service disruption if keys expire or are revoked.', 'Model drift or degradation when switching between providers without continuous validation.', 'Input validation bugs could still be bypassed if schemas are not kept in sync with evolving endpoints.', 'Resource exhaustion from aggressive local model pulling or concurrent inference jobs.', 'Knowledge graph growth could impair performance if not pruned or indexed properly.', 'Autonomous self‑modification may introduce unintended side‑effects if sandboxing fails.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324534 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 34 calls (34 free / 0 paid), 23,088 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,892,411.
- failed (mindx_meta_agent, autonomous_loop): Cycle 32 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 32: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 31 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 31: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1135 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=1138 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient & Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust LLM Provider Fallback & Load Balancing', 'Input Validation & Security Hardening', 'Local Model Deployment & Ollama Integration', 'Self‑Improvement Loop & Backlog Prioritization', 'Observability, Monitoring & Perpetuity Metrics', 'Agent Authority & Vault Security Enhancements'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and weighted load balancing for all LLM calls', 'priority': 9}, {'goal_description': 'Add comprehensive input validation schema (JSON‑Schema) for all API endpoints and sanitize outputs', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and local inference routing as primary fallback', 'priority': 8}, {'goal_description': 'Design a backlog prioritization engine that scores items by impact on resilience/perpetuity and auto‑pulls top‑N into sprint', 'priority': 7}, {'goal_description': 'Deploy centralized logging, tracing, and alerting (MTTR, error rates, fallback usage) with dashboards', 'priority': 7}, {'goal_description': 'Upgrade agent authority mechanism to include vault‑based key verification and role‑based access control', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_minutes': 5, 'fallback_request_ratio_percent': 2, 'input_validation_error_rate_percent': 0.1, 'local_inference_latency_ms': 200, 'backlog_reduction_rate_percent_per_week': 10, 'system_uptime_percent': 99.9, 'self_improvement_cycles_per_week': 3}, 'potential_risks': ['Over‑reliance on external API keys leading to service disruption', 'Model drift or degradation in locally hosted models', 'Insufficient validation allowing injection attacks', 'Resource exhaustion from concurrent local model loads', 'Misconfiguration of agent authority causing privilege escalation', 'Version incompatibility between updated dependencies and existing code'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324524 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 38 calls (38 free / 0 paid), 24,074 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,892,187.
- failed (mindx_meta_agent, autonomous_loop): Cycle 32 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 32: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 31 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 31: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1135 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient & Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust LLM Provider Fallback & Load Balancing', 'Input Validation & Security Hardening', 'Local Model Deployment & Ollama Integration', 'Self‑Improvement Loop & Backlog Prioritization', 'Observability, Monitoring & Perpetuity Metrics', 'Agent Authority & Vault Security Enhancements'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and weighted load balancing for all LLM calls', 'priority': 9}, {'goal_description': 'Add comprehensive input validation schema (JSON‑Schema) for all API endpoints and sanitize outputs', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and local inference routing as primary fallback', 'priority': 8}, {'goal_description': 'Design a backlog prioritization engine that scores items by impact on resilience/perpetuity and auto‑pulls top‑N into sprint', 'priority': 7}, {'goal_description': 'Deploy centralized logging, tracing, and alerting (MTTR, error rates, fallback usage) with dashboards', 'priority': 7}, {'goal_description': 'Upgrade agent authority mechanism to include vault‑based key verification and role‑based access control', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_minutes': 5, 'fallback_request_ratio_percent': 2, 'input_validation_error_rate_percent': 0.1, 'local_inference_latency_ms': 200, 'backlog_reduction_rate_percent_per_week': 10, 'system_uptime_percent': 99.9, 'self_improvement_cycles_per_week': 3}, 'potential_risks': ['Over‑reliance on external API keys leading to service disruption', 'Model drift or degradation in locally hosted models', 'Insufficient validation allowing injection attacks', 'Resource exhaustion from concurrent local model loads', 'Misconfiguration of agent authority causing privilege escalation', 'Version incompatibility between updated dependencies and existing code'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324512 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 45 calls (45 free / 0 paid), 23,895 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,889,821.
- pending (mindx_meta_agent, autonomous_loop): Cycle 32: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 31 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 31: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mastermind_prime (backlog_directive_selection): — backlog_idx=1132 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Local Model Ecosystem & Provider Diversity', 'Automated Self‑Improvement Loop', 'Observability & Metrics‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Deploy comprehensive schema‑based input validation for all API endpoints using Pydantic/variant', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pre‑pull pipeline for a curated set of high‑utility local models', 'priority': 8}, {'goal_description': 'Create a self‑improvement orchestrator that prioritizes backlog items based on impact, effort, and resilience metrics', 'priority': 8}, {'goal_description': 'Integrate distributed tracing, structured logging, and alerting to monitor SLOs (latency, error rate, uptime)', 'priority': 7}, {'goal_description': 'Establish a model drift detection subsystem that triggers retraining or provider switch when performance degrades', 'priority': 7}, {'goal_description': 'Harden secrets management and enforce least‑privilege access for API keys in the vault', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_mttr': '< 30s', 'fallback_success_rate': '> 99%', 'input_validation_error_rate': '< 0.1%', 'local_model_utilization_ratio': '> 40%', 'backlog_resolution_velocity': '>= 150 items/week', 'system_uptime_slo': '99.9%', 'alert_false_positive_rate': '< 5%'}, 'potential_risks': ['Overhead from health‑checking may increase latency', 'Dependency on external model providers could still cause single‑point failures if fallback logic fails', 'Increased complexity of validation schemas may introduce bugs', 'Local model resource consumption could exceed hardware limits', 'Autonomous backlog prioritization might misalign with strategic goals if metrics are flawed', 'Observability instrumentation could expose sensitive data if not properly sanitized', 'Secrets management misconfiguration could lead to credential leakage'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324498 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 45 calls (45 free / 0 paid), 23,924 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,889,373.
- failed (mindx_meta_agent, autonomous_loop): Cycle 31 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 31: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1129 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Local Model Ecosystem & Provider Diversity', 'Automated Self‑Improvement Loop', 'Observability & Metrics‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Deploy comprehensive schema‑based input validation for all API endpoints using Pydantic/variant', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pre‑pull pipeline for a curated set of high‑utility local models', 'priority': 8}, {'goal_description': 'Create a self‑improvement orchestrator that prioritizes backlog items based on impact, effort, and resilience metrics', 'priority': 8}, {'goal_description': 'Integrate distributed tracing, structured logging, and alerting to monitor SLOs (latency, error rate, uptime)', 'priority': 7}, {'goal_description': 'Establish a model drift detection subsystem that triggers retraining or provider switch when performance degrades', 'priority': 7}, {'goal_description': 'Harden secrets management and enforce least‑privilege access for API keys in the vault', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_mttr': '< 30s', 'fallback_success_rate': '> 99%', 'input_validation_error_rate': '< 0.1%', 'local_model_utilization_ratio': '> 40%', 'backlog_resolution_velocity': '>= 150 items/week', 'system_uptime_slo': '99.9%', 'alert_false_positive_rate': '< 5%'}, 'potential_risks': ['Overhead from health‑checking may increase latency', 'Dependency on external model providers could still cause single‑point failures if fallback logic fails', 'Increased complexity of validation schemas may introduce bugs', 'Local model resource consumption could exceed hardware limits', 'Autonomous backlog prioritization might misalign with strategic goals if metrics are flawed', 'Observability instrumentation could expose sensitive data if not properly sanitized', 'Secrets management misconfiguration could lead to credential leakage'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324488 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 49 calls (49 free / 0 paid), 24,968 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,889,149.
- failed (mindx_meta_agent, autonomous_loop): Cycle 31 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 31: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Local Model Ecosystem & Provider Diversity', 'Automated Self‑Improvement Loop', 'Observability & Metrics‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Deploy comprehensive schema‑based input validation for all API endpoints using Pydantic/variant', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pre‑pull pipeline for a curated set of high‑utility local models', 'priority': 8}, {'goal_description': 'Create a self‑improvement orchestrator that prioritizes backlog items based on impact, effort, and resilience metrics', 'priority': 8}, {'goal_description': 'Integrate distributed tracing, structured logging, and alerting to monitor SLOs (latency, error rate, uptime)', 'priority': 7}, {'goal_description': 'Establish a model drift detection subsystem that triggers retraining or provider switch when performance degrades', 'priority': 7}, {'goal_description': 'Harden secrets management and enforce least‑privilege access for API keys in the vault', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_mttr': '< 30s', 'fallback_success_rate': '> 99%', 'input_validation_error_rate': '< 0.1%', 'local_model_utilization_ratio': '> 40%', 'backlog_resolution_velocity': '>= 150 items/week', 'system_uptime_slo': '99.9%', 'alert_false_positive_rate': '< 5%'}, 'potential_risks': ['Overhead from health‑checking may increase latency', 'Dependency on external model providers could still cause single‑point failures if fallback logic fails', 'Increased complexity of validation schemas may introduce bugs', 'Local model resource consumption could exceed hardware limits', 'Autonomous backlog prioritization might misalign with strategic goals if metrics are flawed', 'Observability instrumentation could expose sensitive data if not properly sanitized', 'Secrets management misconfiguration could lead to credential leakage'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324479 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 56 calls (56 free / 0 paid), 22,922 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,884,537.
- completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_ - completed (machine_dreaming, machine_dreaming): Dream: coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: c
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1123 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=1126 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-07T03:13:29.545423 — 211.5s, waning_gibbous, 18 recommendations
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324468 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 72 calls (72 free / 0 paid), 30,048 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,884,313.
- failed (mindx_meta_agent, autonomous_loop): Cycle 30 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 30: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 29 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 29: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 28 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1123 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324451 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 84 calls (84 free / 0 paid), 30,362 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,880,069.
- failed (mindx_meta_agent, autonomous_loop): Cycle 29 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 29: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 28 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 28: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 27 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1117 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=1120 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Local Model Deployment & Ollama Integration', 'Self‑Improving Backlog Automation', 'Agent Authority & Governance', 'Long‑Term Knowledge Retention & Perpetual Learning'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health checks for all LLM providers', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation middleware (schema, sanitization, rate‑limiting) for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and GPU detection via the setup scripts', 'priority': 8}, {'goal_description': 'Create a self‑prioritizing backlog grooming agent that re‑ranks items based on impact, resilience, and perpetuity metrics', 'priority': 7}, {'goal_description': 'Establish agent authority verification and provision vault keys for coordinator_agent and future agents', 'priority': 6}, {'goal_description': 'Design and integrate a perpetual knowledge store (vector DB) to retain learned improvements across version upgrades', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recovery_s': '<30', 'api_validation_success_rate_%': '100', 'local_model_inference_latency_ms': '<200', 'backlog_items_resolved_per_day': 'target >50', 'agent_authorization_compliance_%': '100', 'knowledge_retention_score_%': '>=90'}, 'potential_risks': ['Over‑reliance on external APIs if fallback mechanisms fail or are misconfigured', 'Increased system complexity from validation middleware leading to potential bugs or performance overhead', 'Ollama setup failures due to missing GPU drivers, insufficient disk, or incompatible OS', 'Self‑prioritization algorithms may cause starvation of low‑priority but critical backlog items', 'Misconfiguration of agent authority/vault could introduce security vulnerabilities', 'Unchecked growth of the perpetual knowledge store may degrade query performance without proper pruning strategies'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324441 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 106 calls (106 free / 0 paid), 39,430 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,879,845.
- failed (mindx_meta_agent, autonomous_loop): Cycle 29 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 29: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 28 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 28: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 27 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1117 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Local Model Deployment & Ollama Integration', 'Self‑Improving Backlog Automation', 'Agent Authority & Governance', 'Long‑Term Knowledge Retention & Perpetual Learning'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health checks for all LLM providers', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation middleware (schema, sanitization, rate‑limiting) for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation, model pulling, and GPU detection via the setup scripts', 'priority': 8}, {'goal_description': 'Create a self‑prioritizing backlog grooming agent that re‑ranks items based on impact, resilience, and perpetuity metrics', 'priority': 7}, {'goal_description': 'Establish agent authority verification and provision vault keys for coordinator_agent and future agents', 'priority': 6}, {'goal_description': 'Design and integrate a perpetual knowledge store (vector DB) to retain learned improvements across version upgrades', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recovery_s': '<30', 'api_validation_success_rate_%': '100', 'local_model_inference_latency_ms': '<200', 'backlog_items_resolved_per_day': 'target >50', 'agent_authorization_compliance_%': '100', 'knowledge_retention_score_%': '>=90'}, 'potential_risks': ['Over‑reliance on external APIs if fallback mechanisms fail or are misconfigured', 'Increased system complexity from validation middleware leading to potential bugs or performance overhead', 'Ollama setup failures due to missing GPU drivers, insufficient disk, or incompatible OS', 'Self‑prioritization algorithms may cause starvation of low‑priority but critical backlog items', 'Misconfiguration of agent authority/vault could introduce security vulnerabilities', 'Unchecked growth of the perpetual knowledge store may degrade query performance without proper pruning strategies'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324425 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 103 calls (103 free / 0 paid), 36,476 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,876,631.
- failed (mindx_meta_agent, autonomous_loop): Cycle 28 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 28: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 27 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 27: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 26 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1111 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=1114 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Learning Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Comprehensive Input Validation & Security', 'Self-Improvement Loop Automation', 'Knowledge Persistence & Versioned Memory', 'Observability & Metrics-Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic provider fallback with health checks and automatic failover', 'priority': 9}, {'goal_description': 'Deploy schema-based validation for all API endpoints using JSON Schema or similar', 'priority': 9}, {'goal_description': 'Create autonomous improvement agent that continuously processes the backlog, proposes code changes, and validates them in sandbox', 'priority': 8}, {'goal_description': 'Design persistent memory store with versioned snapshots for long-term knowledge retention and retrieval', 'priority': 7}, {'goal_description': 'Integrate real-time monitoring dashboards for latency, error rates, resource utilization, and fallback events', 'priority': 6}, {'goal_description': 'Establish automated rollback mechanism for failed self-modifications to ensure system stability', 'priority': 8}, {'goal_description': 'Conduct adversarial testing and fuzzing to ensure resilience against malformed inputs and edge cases', 'priority': 7}], 'key_performance_indicators': {'system_uptime_percent': '≥ 99.9%', 'fallback_activation_success_rate': '≥ 95%', 'input_validation_error_rate': '≤ 0.1%', 'self_improvement_cycle_time_minutes': '≤ 30', 'knowledge_retention_recall_accuracy': '≥ 90%', 'mean_time_to_recover_mttr': '≤ 5 min'}, 'potential_risks': ['Overhead from validation and fallback may increase latency.', 'Dependence on external LLM providers could cause availability issues.', 'Complex self-modification loops risk introducing bugs or unintended behavior.', 'Data privacy concerns with persistent knowledge storage.', 'Version drift between codebase and model capabilities.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324415 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 103 calls (103 free / 0 paid), 38,262 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,876,407.
- failed (mindx_meta_agent, autonomous_loop): Cycle 28 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 28: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 27 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 27: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 26 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1111 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Learning Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Comprehensive Input Validation & Security', 'Self-Improvement Loop Automation', 'Knowledge Persistence & Versioned Memory', 'Observability & Metrics-Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic provider fallback with health checks and automatic failover', 'priority': 9}, {'goal_description': 'Deploy schema-based validation for all API endpoints using JSON Schema or similar', 'priority': 9}, {'goal_description': 'Create autonomous improvement agent that continuously processes the backlog, proposes code changes, and validates them in sandbox', 'priority': 8}, {'goal_description': 'Design persistent memory store with versioned snapshots for long-term knowledge retention and retrieval', 'priority': 7}, {'goal_description': 'Integrate real-time monitoring dashboards for latency, error rates, resource utilization, and fallback events', 'priority': 6}, {'goal_description': 'Establish automated rollback mechanism for failed self-modifications to ensure system stability', 'priority': 8}, {'goal_description': 'Conduct adversarial testing and fuzzing to ensure resilience against malformed inputs and edge cases', 'priority': 7}], 'key_performance_indicators': {'system_uptime_percent': '≥ 99.9%', 'fallback_activation_success_rate': '≥ 95%', 'input_validation_error_rate': '≤ 0.1%', 'self_improvement_cycle_time_minutes': '≤ 30', 'knowledge_retention_recall_accuracy': '≥ 90%', 'mean_time_to_recover_mttr': '≤ 5 min'}, 'potential_risks': ['Overhead from validation and fallback may increase latency.', 'Dependence on external LLM providers could cause availability issues.', 'Complex self-modification loops risk introducing bugs or unintended behavior.', 'Data privacy concerns with persistent knowledge storage.', 'Version drift between codebase and model capabilities.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324404 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 104 calls (104 free / 0 paid), 39,873 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,876,407.
- pending (mindx_meta_agent, autonomous_loop): Cycle 28: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 27 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 27: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 26 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 26: validation.input_validator: Implement comprehensive input validation for API requests
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Learning Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Comprehensive Input Validation & Security', 'Self-Improvement Loop Automation', 'Knowledge Persistence & Versioned Memory', 'Observability & Metrics-Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic provider fallback with health checks and automatic failover', 'priority': 9}, {'goal_description': 'Deploy schema-based validation for all API endpoints using JSON Schema or similar', 'priority': 9}, {'goal_description': 'Create autonomous improvement agent that continuously processes the backlog, proposes code changes, and validates them in sandbox', 'priority': 8}, {'goal_description': 'Design persistent memory store with versioned snapshots for long-term knowledge retention and retrieval', 'priority': 7}, {'goal_description': 'Integrate real-time monitoring dashboards for latency, error rates, resource utilization, and fallback events', 'priority': 6}, {'goal_description': 'Establish automated rollback mechanism for failed self-modifications to ensure system stability', 'priority': 8}, {'goal_description': 'Conduct adversarial testing and fuzzing to ensure resilience against malformed inputs and edge cases', 'priority': 7}], 'key_performance_indicators': {'system_uptime_percent': '≥ 99.9%', 'fallback_activation_success_rate': '≥ 95%', 'input_validation_error_rate': '≤ 0.1%', 'self_improvement_cycle_time_minutes': '≤ 30', 'knowledge_retention_recall_accuracy': '≥ 90%', 'mean_time_to_recover_mttr': '≤ 5 min'}, 'potential_risks': ['Overhead from validation and fallback may increase latency.', 'Dependence on external LLM providers could cause availability issues.', 'Complex self-modification loops risk introducing bugs or unintended behavior.', 'Data privacy concerns with persistent knowledge storage.', 'Version drift between codebase and model capabilities.'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324389 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 103 calls (103 free / 0 paid), 37,422 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,873,956.
- failed (mindx_meta_agent, autonomous_loop): Cycle 27 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 27: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 26 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 26: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1105 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324379 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 103 calls (103 free / 0 paid), 37,422 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,873,956.
- failed (mindx_meta_agent, autonomous_loop): Cycle 27 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 27: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 26 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 26: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324362 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 103 calls (103 free / 0 paid), 37,422 tokens, $0.000000. Top: ollama, openrouter/Nvidia. All-time tokens: 8,873,956.
- failed (mindx_meta_agent, autonomous_loop): Cycle 26 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 26: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1099 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324352 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 105 calls (105 free / 0 paid), 41,194 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,873,956.
- failed (mindx_meta_agent, autonomous_loop): Cycle 26 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 26: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324343 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 105 calls (105 free / 0 paid), 41,194 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,873,956.
- failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mastermind_prime (backlog_directive_selection): — backlog_idx=1096 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324333 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 107 calls (107 free / 0 paid), 44,934 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,873,956.
- failed (mindx_meta_agent, autonomous_loop): Cycle 25 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 25: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324323 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 106 calls (106 free / 0 paid), 44,681 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,873,703.
- failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1090 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=1093 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324313 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 106 calls (106 free / 0 paid), 44,681 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,873,703.
- failed (mindx_meta_agent, autonomous_loop): Cycle 24 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 24: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1090 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324300 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 107 calls (107 free / 0 paid), 46,268 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,873,703.
- pending (mindx_meta_agent, autonomous_loop): Cycle 24: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_
- mastermind_prime (backlog_directive_selection): — backlog_idx=1087 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324284 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 106 calls (106 free / 0 paid), 46,015 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,873,450.
- completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_ - completed (machine_dreaming, machine_dreaming): Dream: coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: c
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1084 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T19:09:55.539137 — 584.1s, waning_gibbous, 18 recommendations
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'MindX Resilience & Perpetuity Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience Engineering', 'Perpetual Learning', 'Security & Validation', 'Observability & Self-Healing', 'Resource Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking circuit breaker for all LLM calls', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Deploy automated model performance monitoring and drift detection to trigger retraining or provider switch', 'priority': 8}, {'goal_description': 'Create self‑healing service that restarts failed components and re‑balances load based on real‑time metrics', 'priority': 8}, {'goal_description': 'Establish immutable configuration vault and signed deployment pipelines to guarantee perpetuity of core logic', 'priority': 7}, {'goal_description': 'Introduce chaos engineering experiments to validate resilience under adverse conditions', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'fallback_activation_rate_per_hour': 0.2, 'input_validation_error_rate': 0.001, 'average_model_latency_ms': 350, 'backlog_growth_rate_percent': 0.2}, 'potential_risks': ['Over‑reliance on external API keys leading to service disruption', 'Model drift causing degraded reasoning quality', 'Configuration drift or vault compromise undermining perpetuity guarantees', 'Resource exhaustion from uncontrolled fallback loops', 'Insufficient test coverage for new validation and self‑healing logic'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324273 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 107 calls (107 free / 0 paid), 48,160 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,873,450.
- completed (machine_dreaming, machine_dreaming): Dream: guardian_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: guar - completed (machine_dreaming, machine_dreaming): Dream: mindXagent.mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top process - completed (machine_dreaming, machine_dreaming): Dream: coo_operations — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: in - completed (machine_dreaming, machine_dreaming): Dream: startup_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Dominant memory type: sys - completed (machine_dreaming, machine_dreaming): Dream: id_manager_for_mastermind_prime — 6 patterns extracted, 6 stored to LTM. Top insight: Top pro
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'MindX Resilience & Perpetuity Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience Engineering', 'Perpetual Learning', 'Security & Validation', 'Observability & Self-Healing', 'Resource Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking circuit breaker for all LLM calls', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Deploy automated model performance monitoring and drift detection to trigger retraining or provider switch', 'priority': 8}, {'goal_description': 'Create self‑healing service that restarts failed components and re‑balances load based on real‑time metrics', 'priority': 8}, {'goal_description': 'Establish immutable configuration vault and signed deployment pipelines to guarantee perpetuity of core logic', 'priority': 7}, {'goal_description': 'Introduce chaos engineering experiments to validate resilience under adverse conditions', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'fallback_activation_rate_per_hour': 0.2, 'input_validation_error_rate': 0.001, 'average_model_latency_ms': 350, 'backlog_growth_rate_percent': 0.2}, 'potential_risks': ['Over‑reliance on external API keys leading to service disruption', 'Model drift causing degraded reasoning quality', 'Configuration drift or vault compromise undermining perpetuity guarantees', 'Resource exhaustion from uncontrolled fallback loops', 'Insufficient test coverage for new validation and self‑healing logic'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324256 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 106 calls (106 free / 0 paid), 46,075 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- completed (author_agent, lunar_cycle): Lunar day 20/28 — Interoperability (waning gibbous) - failed (mindx_meta_agent, autonomous_loop): Cycle 22 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 22: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1078 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324246 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 48,894 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- completed (author_agent, lunar_cycle): Lunar day 20/28 — Interoperability (waning gibbous) - failed (mindx_meta_agent, autonomous_loop): Cycle 22 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 22: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Chapter published: day 20/28 — Interoperability — waning gibbous
System snapshot: 324228 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 48,894 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1072 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324218 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 48,894 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- failed (mindx_meta_agent, autonomous_loop): Cycle 21 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 21: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324201 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 48,894 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1066 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324191 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 48,894 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- failed (mindx_meta_agent, autonomous_loop): Cycle 20 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 20: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324174 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 48,894 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1060 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324164 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 48,894 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- failed (mindx_meta_agent, autonomous_loop): Cycle 19 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 19: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324161 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 48,894 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- pending (mindx_meta_agent, autonomous_loop): Cycle 19: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324153 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 48,894 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1057 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324143 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 48,894 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- failed (mindx_meta_agent, autonomous_loop): Cycle 18 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 18: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324134 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 48,894 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1051 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=1054 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324124 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 108 calls (108 free / 0 paid), 48,894 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- failed (mindx_meta_agent, autonomous_loop): Cycle 17 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 17: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1051 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324107 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 111 calls (111 free / 0 paid), 52,674 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,365.
- failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mastermind_prime (backlog_directive_selection): — backlog_idx=1045 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mastermind_prime (backlog_directive_selection): — backlog_idx=1048 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324095 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 110 calls (110 free / 0 paid), 52,377 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,068.
- failed (mindx_meta_agent, autonomous_loop): Cycle 16 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 16: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1045 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324078 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 110 calls (110 free / 0 paid), 52,377 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,068.
- completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_ - completed (machine_dreaming, machine_dreaming): Dream: coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: c
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1039 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=1042 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T11:00:00.028832 — 472.5s, waning_gibbous, 18 recommendations
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324067 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 111 calls (111 free / 0 paid), 54,482 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,068.
- failed (mindx_meta_agent, autonomous_loop): Cycle 15 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 15: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1039 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324056 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 111 calls (111 free / 0 paid), 54,482 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,871,068.
- pending (mindx_meta_agent, autonomous_loop): Cycle 15: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324040 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 114 calls (114 free / 0 paid), 61,920 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,870,844.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1033 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324030 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 116 calls (116 free / 0 paid), 66,144 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,870,844.
- failed (mindx_meta_agent, autonomous_loop): Cycle 14 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 14: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324013 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 116 calls (116 free / 0 paid), 66,144 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,870,844.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1027 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 324003 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 120 calls (120 free / 0 paid), 73,723 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,870,844.
- failed (mindx_meta_agent, autonomous_loop): Cycle 13 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 13: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323994 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 120 calls (120 free / 0 paid), 73,723 tokens, $0.000000. Top: openrouter/Nvidia, ollama. All-time tokens: 8,870,844.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=1024 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323984 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 136 calls (136 free / 0 paid), 116,623 tokens, $0.000000. Top: openrouter/Nvidia, ollama, ollama_cloud. All-time tokens: 8,870,844.
- failed (mindx_meta_agent, autonomous_loop): Cycle 12 failed: validation.input_validator: Implement comprehensive input validation for API req. A - pending (mindx_meta_agent, autonomous_loop): Cycle 12: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323973 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 139 calls (139 free / 0 paid), 126,830 tokens, $0.000000. Top: openrouter/Nvidia, ollama, ollama_cloud. All-time tokens: 8,870,322.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 10: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323923 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 135 calls (135 free / 0 paid), 125,831 tokens, $0.000000. Top: openrouter/Nvidia, ollama, ollama_cloud. All-time tokens: 8,869,323.
- failed (mindx_meta_agent, autonomous_loop): Cycle 11 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. A - pending (mindx_meta_agent, autonomous_loop): Cycle 11: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 10: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323886 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 147 calls (147 free / 0 paid), 156,285 tokens, $0.000000. Top: openrouter/Nvidia, ollama, ollama_cloud. All-time tokens: 8,868,113.
- pending (mindx_meta_agent, autonomous_loop): Cycle 11: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 10: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.027 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323831 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 144 calls (144 free / 0 paid), 190,443 tokens, $0.000000. Top: openrouter/Nvidia, ollama_cloud, ollama. All-time tokens: 8,865,926.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 10: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323787 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 161 calls (161 free / 0 paid), 226,112 tokens, $0.000000. Top: openrouter/Nvidia, ollama_cloud, ollama. All-time tokens: 8,865,449.
- failed (mindx_meta_agent, autonomous_loop): Cycle 10 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 10: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323726 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 165 calls (165 free / 0 paid), 242,243 tokens, $0.000000. Top: openrouter/Nvidia, ollama_cloud, ollama. All-time tokens: 8,864,181.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323670 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 170 calls (170 free / 0 paid), 265,017 tokens, $0.000000. Top: openrouter/Nvidia, ollama_cloud, ollama. All-time tokens: 8,861,615.
- failed (mindx_meta_agent, autonomous_loop): Cycle 9 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 9: validation.input_validator: Implement comprehensive input validation for API requests - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323611 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 176 calls (176 free / 0 paid), 294,071 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia, ollama. All-time tokens: 8,854,265.
- completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_ - completed (machine_dreaming, machine_dreaming): Dream: coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: c
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.053 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.040 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.030 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-06T02:51:54.404121 — 317.3s, waning_gibbous, 18 recommendations
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider Fallback & Load Balancing', 'Comprehensive Input Validation & Sanitization', 'Automated Model Lifecycle Management', 'Self-Healing Monitoring & Adaptive Recovery', 'Perpetual Knowledge Retention & Versioned Checkpoints'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic provider selection with health‑checks and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy schema‑based input validation middleware for every API endpoint', 'priority': 9}, {'goal_description': 'Create a model registry service that auto‑pulls, caches, and versions required models from Ollama, vLLM, and remote providers', 'priority': 8}, {'goal_description': 'Build a health‑monitoring subsystem that triggers self‑repair actions (restart, fallback, resource scaling) on anomaly detection', 'priority': 8}, {'goal_description': 'Design a perpetual checkpoint mechanism that snapshots cognitive state, beliefs, and improvement backlog to immutable storage for versioned roll‑forward', 'priority': 7}], 'key_performance_indicators': {'provider_failover_latency_ms': 50, 'input_validation_coverage_percent': 100, 'model_pull_success_rate_percent': 99.9, 'system_uptime_percent': 99.95, 'mean_time_to_recover_min': 5, 'knowledge_checkpoint_interval_hours': 6}, 'potential_risks': ['Over‑dependence on external API keys leading to quota exhaustion', 'Model drift or degradation causing reduced reasoning quality', 'Security vulnerabilities from insufficient input validation', 'State‑snapshot bloat impacting storage and recovery time', 'Complexity increase in fallback logic causing cascading failures'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323558 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 181 calls (181 free / 0 paid), 324,982 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia, ollama. All-time tokens: 8,849,368.
- failed (mindx_meta_agent, autonomous_loop): Cycle 8 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 8: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.240 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.227 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.213 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.200 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.187 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Provider Fallback & Load Balancing', 'Comprehensive Input Validation & Sanitization', 'Automated Model Lifecycle Management', 'Self-Healing Monitoring & Adaptive Recovery', 'Perpetual Knowledge Retention & Versioned Checkpoints'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic provider selection with health‑checks and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy schema‑based input validation middleware for every API endpoint', 'priority': 9}, {'goal_description': 'Create a model registry service that auto‑pulls, caches, and versions required models from Ollama, vLLM, and remote providers', 'priority': 8}, {'goal_description': 'Build a health‑monitoring subsystem that triggers self‑repair actions (restart, fallback, resource scaling) on anomaly detection', 'priority': 8}, {'goal_description': 'Design a perpetual checkpoint mechanism that snapshots cognitive state, beliefs, and improvement backlog to immutable storage for versioned roll‑forward', 'priority': 7}], 'key_performance_indicators': {'provider_failover_latency_ms': 50, 'input_validation_coverage_percent': 100, 'model_pull_success_rate_percent': 99.9, 'system_uptime_percent': 99.95, 'mean_time_to_recover_min': 5, 'knowledge_checkpoint_interval_hours': 6}, 'potential_risks': ['Over‑dependence on external API keys leading to quota exhaustion', 'Model drift or degradation causing reduced reasoning quality', 'Security vulnerabilities from insufficient input validation', 'State‑snapshot bloat impacting storage and recovery time', 'Complexity increase in fallback logic causing cascading failures'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323490 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 187 calls (187 free / 0 paid), 363,526 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia. All-time tokens: 8,840,415.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.294 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=997 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.313 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'MindX Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience through provider fallback and error handling', 'Perpetuity via self‑improvement loops and knowledge retention', 'Security hardening with comprehensive input validation', 'Local autonomy by enabling Ollama‑based inference', 'Observability and scalable operations'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection when primary LLM fails', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and pre‑pull of essential models for local inference', 'priority': 8}, {'goal_description': 'Design and integrate a self‑improvement orchestrator that processes the improvement backlog and triggers agent‑driven code updates', 'priority': 8}, {'goal_description': 'Introduce structured logging, metrics collection, and health‑check endpoints for monitoring resilience KPIs', 'priority': 7}, {'goal_description': 'Create a model versioning and knowledge‑retention store to perpetuate learned improvements across restarts', 'priority': 7}, {'goal_description': 'Implement rate‑limiting and abuse protection for external provider calls', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'validation_error_rate_per_1k_requests': 0.1, 'fallback_activation_rate_per_1k_requests': 0.5, 'average_local_inference_latency_ms': 200, 'self_improvement_cycles_per_day': 3, 'backlog_reduction_rate_percent_per_week': 10}, 'potential_risks': ['Over‑reliance on external APIs despite fallback mechanisms', 'Model drift or degradation when using locally hosted models', 'Introducing security bugs while adding validation logic', 'Resource exhaustion (CPU/GPU/RAM) from running large local models', 'Increased system complexity leading to higher operational overhead'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323477 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 260 calls (260 free / 0 paid), 521,605 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia. All-time tokens: 8,840,155.
- failed (mindx_meta_agent, autonomous_loop): Cycle 7 failed: validation.input_validator: Implement comprehensive input validation for API req. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.301 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.294 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'MindX Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience through provider fallback and error handling', 'Perpetuity via self‑improvement loops and knowledge retention', 'Security hardening with comprehensive input validation', 'Local autonomy by enabling Ollama‑based inference', 'Observability and scalable operations'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection when primary LLM fails', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and pre‑pull of essential models for local inference', 'priority': 8}, {'goal_description': 'Design and integrate a self‑improvement orchestrator that processes the improvement backlog and triggers agent‑driven code updates', 'priority': 8}, {'goal_description': 'Introduce structured logging, metrics collection, and health‑check endpoints for monitoring resilience KPIs', 'priority': 7}, {'goal_description': 'Create a model versioning and knowledge‑retention store to perpetuate learned improvements across restarts', 'priority': 7}, {'goal_description': 'Implement rate‑limiting and abuse protection for external provider calls', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_minutes': 5, 'validation_error_rate_per_1k_requests': 0.1, 'fallback_activation_rate_per_1k_requests': 0.5, 'average_local_inference_latency_ms': 200, 'self_improvement_cycles_per_day': 3, 'backlog_reduction_rate_percent_per_week': 10}, 'potential_risks': ['Over‑reliance on external APIs despite fallback mechanisms', 'Model drift or degradation when using locally hosted models', 'Introducing security bugs while adding validation logic', 'Resource exhaustion (CPU/GPU/RAM) from running large local models', 'Increased system complexity leading to higher operational overhead'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323471 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 283 calls (283 free / 0 paid), 554,381 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia. All-time tokens: 8,836,534.
- pending (mindx_meta_agent, autonomous_loop): Cycle 7: validation.input_validator: Implement comprehensive input validation for API requests - failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.326 top3=[ - mastermind_prime (backlog_directive_selection): — backlog_idx=994 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_meta_agent (mindx_improvement_selection): — priority=9 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.301 top3=[n
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323458 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 310 calls (310 free / 0 paid), 617,820 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia. All-time tokens: 8,836,534.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.452 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.393 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=991 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323448 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 332 calls (332 free / 0 paid), 659,885 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia. All-time tokens: 8,836,534.
- failed (mindx_meta_agent, autonomous_loop): Cycle 6 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 6: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.491 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.452 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.393 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323439 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 350 calls (350 free / 0 paid), 690,038 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia. All-time tokens: 8,836,534.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.464 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=988 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience through automated fallback and self-healing', 'Perpetual knowledge retention and model versioning', 'Scalable multi‑provider orchestration', 'Security hardening and input validation', 'Observability and metrics‑driven improvement'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via startup scripts, ensuring local inference availability', 'priority': 8}, {'goal_description': 'Design a model registry with versioned artifacts and automated rollback to perpetuate knowledge across updates', 'priority': 7}, {'goal_description': 'Introduce chaos‑testing harness to validate resilience under provider outages and latency spikes', 'priority': 6}, {'goal_description': 'Add centralized logging, tracing, and alerting (OTEL) to measure MTTR and SLA compliance', 'priority': 6}, {'goal_description': 'Create a self‑improvement loop that consumes the improvement backlog, auto‑generates PRs, and measures impact via KPIs', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recover_seconds': 15, 'uptime_percentage': 99.9, 'average_inference_latency_ms': 250, 'backlog_reduction_rate_per_week': 0.02, 'self_improvement_cycle_time_hours': 4, 'validation_error_rate_per_1k_requests': 0.1}, 'potential_risks': ['Over‑dependence on external API keys leading to service disruption', 'Model drift or degradation when switching providers', 'Resource exhaustion from concurrent local model loading', 'Security flaws introduced by complex validation logic', 'Configuration drift across environments causing inconsistent behavior'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323429 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 361 calls (361 free / 0 paid), 705,428 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia. All-time tokens: 8,836,534.
- failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 5: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.517 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.464 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience through automated fallback and self-healing', 'Perpetual knowledge retention and model versioning', 'Scalable multi‑provider orchestration', 'Security hardening and input validation', 'Observability and metrics‑driven improvement'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via startup scripts, ensuring local inference availability', 'priority': 8}, {'goal_description': 'Design a model registry with versioned artifacts and automated rollback to perpetuate knowledge across updates', 'priority': 7}, {'goal_description': 'Introduce chaos‑testing harness to validate resilience under provider outages and latency spikes', 'priority': 6}, {'goal_description': 'Add centralized logging, tracing, and alerting (OTEL) to measure MTTR and SLA compliance', 'priority': 6}, {'goal_description': 'Create a self‑improvement loop that consumes the improvement backlog, auto‑generates PRs, and measures impact via KPIs', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recover_seconds': 15, 'uptime_percentage': 99.9, 'average_inference_latency_ms': 250, 'backlog_reduction_rate_per_week': 0.02, 'self_improvement_cycle_time_hours': 4, 'validation_error_rate_per_1k_requests': 0.1}, 'potential_risks': ['Over‑dependence on external API keys leading to service disruption', 'Model drift or degradation when switching providers', 'Resource exhaustion from concurrent local model loading', 'Security flaws introduced by complex validation logic', 'Configuration drift across environments causing inconsistent behavior'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323420 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 380 calls (380 free / 0 paid), 734,819 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia, ollama. All-time tokens: 8,832,762.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=982 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=985 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Comprehensive Input Validation & Security', 'Self‑Improving Knowledge Retention', 'Observable & Self‑Healing Operations', 'Scalable Multi‑Provider Orchestration'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and circuit‑breaker patterns', 'priority': 9}, {'goal_description': 'Add schema‑based input validation for all API endpoints using Pydantic/JSON Schema', 'priority': 9}, {'goal_description': 'Design a persistent belief‑store that logs improvement outcomes and enables lifelong learning', 'priority': 8}, {'goal_description': 'Introduce automated health‑checks, self‑restart, and alerting for core services', 'priority': 8}, {'goal_description': 'Create a provider‑orchestration layer that balances load, cost, and latency across available LLMs', 'priority': 7}], 'key_performance_indicators': {'mean_time_to_recovery_mttr': '< 30 seconds', 'api_validation_error_rate': '< 0.1%', 'fallback_activation_rate': '< 5% of requests', 'belief_store_growth_per_cycle': '+10% new validated insights', 'system_uptime': '> 99.9%'}, 'potential_risks': ['Dependency drift or deprecation of external LLM providers', 'Increased latency due to fallback health‑checks', 'Security surface expansion from validation logic', 'Storage overhead of perpetual belief accumulation', 'Orchestration complexity leading to mis‑routing or cost overruns'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323410 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 404 calls (404 free / 0 paid), 769,665 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia, ollama. All-time tokens: 8,832,762.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.501 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.489 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=982 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Comprehensive Input Validation & Security', 'Self‑Improving Knowledge Retention', 'Observable & Self‑Healing Operations', 'Scalable Multi‑Provider Orchestration'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and circuit‑breaker patterns', 'priority': 9}, {'goal_description': 'Add schema‑based input validation for all API endpoints using Pydantic/JSON Schema', 'priority': 9}, {'goal_description': 'Design a persistent belief‑store that logs improvement outcomes and enables lifelong learning', 'priority': 8}, {'goal_description': 'Introduce automated health‑checks, self‑restart, and alerting for core services', 'priority': 8}, {'goal_description': 'Create a provider‑orchestration layer that balances load, cost, and latency across available LLMs', 'priority': 7}], 'key_performance_indicators': {'mean_time_to_recovery_mttr': '< 30 seconds', 'api_validation_error_rate': '< 0.1%', 'fallback_activation_rate': '< 5% of requests', 'belief_store_growth_per_cycle': '+10% new validated insights', 'system_uptime': '> 99.9%'}, 'potential_risks': ['Dependency drift or deprecation of external LLM providers', 'Increased latency due to fallback health‑checks', 'Security surface expansion from validation logic', 'Storage overhead of perpetual belief accumulation', 'Orchestration complexity leading to mis‑routing or cost overruns'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323393 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 422 calls (422 free / 0 paid), 787,286 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia, ollama. All-time tokens: 8,829,022.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=976 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mastermind_prime (backlog_directive_selection): — backlog_idx=979 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323383 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 427 calls (427 free / 0 paid), 804,484 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia, ollama. All-time tokens: 8,829,022.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.513 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.513 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=976 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323372 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 443 calls (443 free / 0 paid), 831,126 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia, ollama. All-time tokens: 8,829,022.
- pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.557 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.513 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.513 top3=[
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323357 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 468 calls (468 free / 0 paid), 866,785 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia, ollama. All-time tokens: 8,827,435.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.525 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.526 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=970 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Resilience', 'Input Validation & Security', 'Local Model Deployment', 'Backlog Automation', 'Observability & Self-Healing'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health checks', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via setup scripts', 'priority': 8}, {'goal_description': 'Create a backlog grooming agent to prioritize and schedule improvement items', 'priority': 7}, {'goal_description': 'Add metrics collection (latency, error rates, provider availability) and self-healing alerts', 'priority': 8}, {'goal_description': 'Design perpetual learning loop: agent proposes, tests, and merges improvements autonomously', 'priority': 6}], 'key_performance_indicators': {'provider_failover_latency_ms': '<200', 'input_validation_coverage_percent': '100', 'local_model_success_rate_percent': '95', 'backlog_item_resolution_time_hours': '<24', 'system_uptime_percent': '99.9'}, 'potential_risks': ['Over-reliance on external API keys leading to quota exhaustion', 'Complexity increase causing deployment failures', 'Security vulnerabilities from insufficient validation', 'Model drift degrading local inference quality', 'Agent autonomy leading to unintended behavior'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323347 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 484 calls (484 free / 0 paid), 891,769 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia, ollama. All-time tokens: 8,827,435.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.570 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.525 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.526 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Resilience', 'Input Validation & Security', 'Local Model Deployment', 'Backlog Automation', 'Observability & Self-Healing'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health checks', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via setup scripts', 'priority': 8}, {'goal_description': 'Create a backlog grooming agent to prioritize and schedule improvement items', 'priority': 7}, {'goal_description': 'Add metrics collection (latency, error rates, provider availability) and self-healing alerts', 'priority': 8}, {'goal_description': 'Design perpetual learning loop: agent proposes, tests, and merges improvements autonomously', 'priority': 6}], 'key_performance_indicators': {'provider_failover_latency_ms': '<200', 'input_validation_coverage_percent': '100', 'local_model_success_rate_percent': '95', 'backlog_item_resolution_time_hours': '<24', 'system_uptime_percent': '99.9'}, 'potential_risks': ['Over-reliance on external API keys leading to quota exhaustion', 'Complexity increase causing deployment failures', 'Security vulnerabilities from insufficient validation', 'Model drift degrading local inference quality', 'Agent autonomy leading to unintended behavior'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323331 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 486 calls (486 free / 0 paid), 890,296 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia, ollama. All-time tokens: 8,825,290.
- completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github - completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_ - completed (machine_dreaming, machine_dreaming): Dream: coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: c
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.537 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.538 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=964 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T18:46:26.466047 — 3033.8s, waning_gibbous, 18 recommendations
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.1.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Local Model Provisioning & Provider Abstraction', 'Self‑Improvement Loop & Knowledge Retention'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Add comprehensive schema‑based input validation and sanitization for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via startup scripts, with version pinning', 'priority': 8}, {'goal_description': 'Design a provider abstraction layer that isolates MindX core from specific LLM APIs', 'priority': 8}, {'goal_description': 'Create a persistent improvement‑backlog persistence mechanism (e.g., versioned JSON store) to ensure no loss of suggestions across restarts', 'priority': 7}, {'goal_description': 'Introduce a self‑assessment module that periodically evaluates system health and triggers improvement proposals', 'priority': 7}, {'goal_description': 'Implement automated rollback capability for configuration changes based on health metrics', 'priority': 6}, {'goal_description': 'Establish monitoring dashboards for provider latency, error rates, and resource utilization', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': '≥99.9% of failed primary LLM requests resolved via fallback', 'input_validation_coverage': '100% of API endpoints validated against JSON schema', 'model_startup_time': '<30s for Ollama model availability after service start', 'mean_time_to_recover (MTTR)': '<5m for provider outage', 'backlog_persistence_integrity': 'Zero loss of improvement items across version upgrades', 'self_assessment_trigger_rate': 'At least one health‑driven improvement proposal per 24h'}, 'potential_risks': ['Over‑reliance on external providers could still cause cascading failures if fallback logic is flawed', 'Complex validation schemas may introduce performance overhead or false positives', 'Local model provisioning increases disk usage and may exceed resource limits on constrained nodes', 'Provider abstraction layer may leak API‑specific features, reducing portability', 'Persistent backlog storage could become a single point of failure if not replicated', 'Self‑assessment module might generate noisy or low‑quality proposals, increasing backlog churn'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323320 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 507 calls (507 free / 0 paid), 923,238 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia, ollama. All-time tokens: 8,825,290.
- completed (machine_dreaming, machine_dreaming): Dream: cfo_finance — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: inter - completed (machine_dreaming, machine_dreaming): Dream: health_auditor_tool — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: heal - completed (machine_dreaming, machine_dreaming): Dream: mastermind_prime — 10 patterns extracted, 10 stored to LTM. Top insight: Top processes: maste - completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent.sea_for_mastermind — 5 patterns extracted, 5 stored to LTM. Top ins - completed (machine_dreaming, machine_dreaming): Dream: automindx_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: aut
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.537 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.538 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.1.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Local Model Provisioning & Provider Abstraction', 'Self‑Improvement Loop & Knowledge Retention'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and automatic failover for all LLM calls', 'priority': 9}, {'goal_description': 'Add comprehensive schema‑based input validation and sanitization for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via startup scripts, with version pinning', 'priority': 8}, {'goal_description': 'Design a provider abstraction layer that isolates MindX core from specific LLM APIs', 'priority': 8}, {'goal_description': 'Create a persistent improvement‑backlog persistence mechanism (e.g., versioned JSON store) to ensure no loss of suggestions across restarts', 'priority': 7}, {'goal_description': 'Introduce a self‑assessment module that periodically evaluates system health and triggers improvement proposals', 'priority': 7}, {'goal_description': 'Implement automated rollback capability for configuration changes based on health metrics', 'priority': 6}, {'goal_description': 'Establish monitoring dashboards for provider latency, error rates, and resource utilization', 'priority': 6}], 'key_performance_indicators': {'fallback_success_rate': '≥99.9% of failed primary LLM requests resolved via fallback', 'input_validation_coverage': '100% of API endpoints validated against JSON schema', 'model_startup_time': '<30s for Ollama model availability after service start', 'mean_time_to_recover (MTTR)': '<5m for provider outage', 'backlog_persistence_integrity': 'Zero loss of improvement items across version upgrades', 'self_assessment_trigger_rate': 'At least one health‑driven improvement proposal per 24h'}, 'potential_risks': ['Over‑reliance on external providers could still cause cascading failures if fallback logic is flawed', 'Complex validation schemas may introduce performance overhead or false positives', 'Local model provisioning increases disk usage and may exceed resource limits on constrained nodes', 'Provider abstraction layer may leak API‑specific features, reducing portability', 'Persistent backlog storage could become a single point of failure if not replicated', 'Self‑assessment module might generate noisy or low‑quality proposals, increasing backlog churn'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323302 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 0 calls (0 free / 0 paid), 0 tokens, $0.000000. Top: -. All-time tokens: 8,822,471.
- completed (author_agent, publish): Book edition 20260605_1757 published (8.8KB) - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=[
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323279 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 520 calls (520 free / 0 paid), 940,385 tokens, $0.000000. Top: ollama_cloud, openrouter/Nvidia, ollama. All-time tokens: 8,822,471.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.535 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323253 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 829 calls (829 free / 0 paid), 1,240,386 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,822,196.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.513 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.501 top3=[ - mastermind_prime (backlog_directive_selection): — backlog_idx=973 priority=9 target=system reason: From improvement backlog - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323236 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 875 calls (875 free / 0 paid), 1,275,653 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,818,691.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.559 top3=[ - mastermind_prime (backlog_directive_selection): — backlog_idx=970 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'MindX Resilience & Perpetuity Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilient LLM Provider Orchestration', 'Robust Input Validation & Security', 'Autonomous Backlog Management & Prioritization', 'Perpetual Knowledge Self-Improvement Loop', 'Observability & Self-Healing'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation schema (JSON‑Schema + sanitization) for all API endpoints', 'priority': 9}, {'goal_description': 'Create an autonomous backlog grooming agent that scores, deduplicates and schedules improvement items based on impact, effort and safety', 'priority': 8}, {'goal_description': 'Establish a perpetual self‑improvement loop: periodic model fine‑tuning on internal interaction data, versioned model registry, and rollback capability', 'priority': 7}, {'goal_description': 'Add observability stack (metrics, tracing, alerts) and self‑healing mechanisms (auto‑restart, circuit breaker) for core services', 'priority': 8}], 'key_performance_indicators': {'mean_time_to_recover_from_llm_failure_seconds': 5, 'input_validation_error_rate_percent': 0.1, 'backlog_reduction_rate_items_per_day': 500, 'self_improvement_cycle_latency_hours': 24, 'system_uptime_percent': 99.9}, 'potential_risks': ['Over‑reliance on external API providers leading to latency spikes or cost overruns', 'Excessive validation overhead reducing throughput', 'Autonomous prioritization may overlook safety‑critical or ethical issues', 'Model drift or degradation from continuous fine‑tuning without adequate monitoring', 'Increased system complexity raising deployment and maintenance challenges'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323226 memories, 14 beliefs, 83318 backlog items, 2/10 sources available (cloud only)
Inference spend: 24h: 902 calls (902 free / 0 paid), 1,282,281 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,818,691.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - pending (mindx_meta_agent, autonomous_loop): Cycle 2: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: - completed (machine_dreaming, machine_dreaming): Dream: github_agent_tool — 5 patterns extracted, 5 stored to LTM. Top insight: Top processes: github
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.526 top3=[ - mastermind_prime (backlog_directive_selection): — backlog_idx=967 priority=9 target=system reason: From improvement backlog - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.559 top3=[
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T10:56:50.063070 — 4331.4s, waning_gibbous, 18 recommendations
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'MindX Resilience & Perpetuity Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilient LLM Provider Orchestration', 'Robust Input Validation & Security', 'Autonomous Backlog Management & Prioritization', 'Perpetual Knowledge Self-Improvement Loop', 'Observability & Self-Healing'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation schema (JSON‑Schema + sanitization) for all API endpoints', 'priority': 9}, {'goal_description': 'Create an autonomous backlog grooming agent that scores, deduplicates and schedules improvement items based on impact, effort and safety', 'priority': 8}, {'goal_description': 'Establish a perpetual self‑improvement loop: periodic model fine‑tuning on internal interaction data, versioned model registry, and rollback capability', 'priority': 7}, {'goal_description': 'Add observability stack (metrics, tracing, alerts) and self‑healing mechanisms (auto‑restart, circuit breaker) for core services', 'priority': 8}], 'key_performance_indicators': {'mean_time_to_recover_from_llm_failure_seconds': 5, 'input_validation_error_rate_percent': 0.1, 'backlog_reduction_rate_items_per_day': 500, 'self_improvement_cycle_latency_hours': 24, 'system_uptime_percent': 99.9}, 'potential_risks': ['Over‑reliance on external API providers leading to latency spikes or cost overruns', 'Excessive validation overhead reducing throughput', 'Autonomous prioritization may overlook safety‑critical or ethical issues', 'Model drift or degradation from continuous fine‑tuning without adequate monitoring', 'Increased system complexity raising deployment and maintenance challenges'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323207 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 947 calls (947 free / 0 paid), 1,315,841 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,816,586.
- completed (machine_dreaming, machine_dreaming): Dream: mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: ollama_ - completed (machine_dreaming, machine_dreaming): Dream: coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: c - completed (machine_dreaming, machine_dreaming): Dream: id_manager_for_coordinator_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: T - completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent.strategic_evolution_agent — 5 patterns extracted, 5 stored to LTM. - completed (machine_dreaming, machine_dreaming): Dream: blueprint_agent_mindx_v2 — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=964 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.571 top3=[
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- 2026-06-04T23:32:26.615815 — 2085.8s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Self‑Improving Knowledge Retention', 'Scalable & Secure API Interface', 'Observability & Self‑Healing Operations', 'Long‑Term Resource Sustainability'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑check circuit breaker for all LLM calls', 'priority': 9}, {'goal_description': 'Add comprehensive input validation, sanitization, and rate‑limiting for all API endpoints', 'priority': 9}, {'goal_description': 'Design and deploy zero‑downtime model hot‑swapping capability (canary rollout + rollback)', 'priority': 7}, {'goal_description': 'Build self‑healing monitoring stack that auto‑restarts failed services and triggers fallback providers', 'priority': 7}, {'goal_description': 'Create immutable audit log (append‑only store) for every agent action and configuration change', 'priority': 5}, {'goal_description': 'Establish perpetual learning loop: experience replay, belief update, and backlog grooming automation', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': '99.9', 'mean_time_to_recovery_minutes': 5, 'average_llm_latency_ms': 800, 'improvement_backlog_reduction_per_week_percent': 15, 'self_initiated_improvements_per_week': 10, 'api_error_rate_percent': 0.1}, 'potential_risks': ['Over‑dependence on external LLM providers causing single‑point failures', 'Model drift or degradation undetected without continuous validation', 'Security flaws introduced by insufficient input validation', 'Resource exhaustion from uncontrolled self‑improvement loops', 'Circular self‑modification leading to instability or loss of goal alignment'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323195 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 981 calls (981 free / 0 paid), 1,350,223 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,816,586.
- completed (machine_dreaming, machine_dreaming): Dream: health_auditor_tool — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: heal - completed (machine_dreaming, machine_dreaming): Dream: mastermind_prime — 10 patterns extracted, 10 stored to LTM. Top insight: Top processes: maste - completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent.sea_for_mastermind — 5 patterns extracted, 5 stored to LTM. Top ins - completed (machine_dreaming, machine_dreaming): Dream: automindx_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: aut - completed (machine_dreaming, machine_dreaming): Dream: ciso_security — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: int
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.519 top3=[ - mastermind_prime (backlog_directive_selection): — backlog_idx=961 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- 2026-06-04T23:32:26.615815 — 2085.8s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Self‑Improving Knowledge Retention', 'Scalable & Secure API Interface', 'Observability & Self‑Healing Operations', 'Long‑Term Resource Sustainability'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑check circuit breaker for all LLM calls', 'priority': 9}, {'goal_description': 'Add comprehensive input validation, sanitization, and rate‑limiting for all API endpoints', 'priority': 9}, {'goal_description': 'Design and deploy zero‑downtime model hot‑swapping capability (canary rollout + rollback)', 'priority': 7}, {'goal_description': 'Build self‑healing monitoring stack that auto‑restarts failed services and triggers fallback providers', 'priority': 7}, {'goal_description': 'Create immutable audit log (append‑only store) for every agent action and configuration change', 'priority': 5}, {'goal_description': 'Establish perpetual learning loop: experience replay, belief update, and backlog grooming automation', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': '99.9', 'mean_time_to_recovery_minutes': 5, 'average_llm_latency_ms': 800, 'improvement_backlog_reduction_per_week_percent': 15, 'self_initiated_improvements_per_week': 10, 'api_error_rate_percent': 0.1}, 'potential_risks': ['Over‑dependence on external LLM providers causing single‑point failures', 'Model drift or degradation undetected without continuous validation', 'Security flaws introduced by insufficient input validation', 'Resource exhaustion from uncontrolled self‑improvement loops', 'Circular self‑modification leading to instability or loss of goal alignment'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323179 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 1003 calls (1003 free / 0 paid), 1,378,627 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,812,658.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 5: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- 2026-06-04T23:32:26.615815 — 2085.8s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'MindX Resilience & Perpetuity Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience & Fault Tolerance', 'Perpetual Knowledge Retention', 'Scalable Provider Management', 'Secure Input Handling', 'Self‑Improvement Loop Automation'], 'bdi_todo_list': [{'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9}, {'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8}, {'goal_description': 'Deduplicate and prioritize improvement backlog items', 'priority': 6}, {'goal_description': 'Enhance agent authority verification and vault key management', 'priority': 5}], 'key_performance_indicators': {'llm_call_success_rate': '≥99.5%', 'mean_time_to_recovery': '<30s', 'input_validation_error_rate': '<0.1%', 'system_uptime': '≥99.9%', 'backlog_resolution_rate': '≥50 items/day'}, 'potential_risks': ['Over‑reliance on external API providers causing single points of failure', 'Model drift or degradation affecting decision quality', 'Security vulnerabilities from insufficient input validation', 'Resource exhaustion due to uncontrolled local model scaling', 'Configuration drift leading to inconsistent agent authority'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323179 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 1005 calls (1005 free / 0 paid), 1,385,653 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,812,658.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 5 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 5: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 4: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large
- strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindx_meta_agent (ollama_model_selection): — best_for_task reasoning - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- 2026-06-04T23:32:26.615815 — 2085.8s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'MindX Resilience & Perpetuity Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Resilience & Fault Tolerance', 'Perpetual Knowledge Retention', 'Scalable Provider Management', 'Secure Input Handling', 'Self‑Improvement Loop Automation'], 'bdi_todo_list': [{'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9}, {'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8}, {'goal_description': 'Deduplicate and prioritize improvement backlog items', 'priority': 6}, {'goal_description': 'Enhance agent authority verification and vault key management', 'priority': 5}], 'key_performance_indicators': {'llm_call_success_rate': '≥99.5%', 'mean_time_to_recovery': '<30s', 'input_validation_error_rate': '<0.1%', 'system_uptime': '≥99.9%', 'backlog_resolution_rate': '≥50 items/day'}, 'potential_risks': ['Over‑reliance on external API providers causing single points of failure', 'Model drift or degradation affecting decision quality', 'Security vulnerabilities from insufficient input validation', 'Resource exhaustion due to uncontrolled local model scaling', 'Configuration drift leading to inconsistent agent authority'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323116 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 1001 calls (1001 free / 0 paid), 1,377,695 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,804,700.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 4: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mastermind_prime (backlog_directive_selection): — backlog_idx=967 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=970 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- 2026-06-04T23:32:26.615815 — 2085.8s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient & Perpetual MindX Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust LLM Provider Orchestration with Automatic Fallback', 'Self-Healing Infrastructure & Auto‑Remediation', 'Continuous Learning Loop & Knowledge Retention', 'Security‑First Input Validation & API Hardening', 'Automated Model Lifecycle Management', 'Observability, Metrics‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑selection middleware that detects LLM failures and transparently switches to the next healthy provider with retry‑backoff and circuit‑breaker patterns', 'priority': 9}, {'goal_description': 'Deploy a health‑check supervisor that restarts failed services, scales local Ollama workers, and triggers self‑repair scripts based on predefined playbooks', 'priority': 8}, {'goal_description': 'Create a persistent knowledge‑base (vector store + symbolic graph) that archives improvement backlog resolutions, agent experiences, and learned policies for perpetual recall', 'priority': 8}, {'goal_description': 'Enforce comprehensive input validation schema (JSON‑Schema + sanitization) on all inbound API requests and integrate automated fuzz testing in CI', 'priority': 9}, {'goal_description': 'Build an automated model‑management service that pulls, quantizes, and caches required models from Ollama/HF, validates compatibility, and rolls back on incompatibility', 'priority': 7}, {'goal_description': 'Instrument the system with Prometheus‑compatible metrics, distributed tracing, and alerting; define SLOs for uptime (>99.9%), MTTR (<5\u202fmin), fallback success rate (>95%), and validation error rate (<0.1%)', 'priority': 7}], 'key_performance_indicators': {'system_uptime_percent': '99.9', 'mean_time_to_recovery_minutes': '5', 'fallback_success_rate_percent': '95', 'input_validation_error_rate_percent': '0.1', 'knowledge_retention_recall_score': '0.9', 'model_update_latency_minutes': '10'}, 'potential_risks': ['Over‑dependence on external API keys leading to service disruption if credentials expire or are revoked', 'Model drift or degradation causing reduced quality of generated outputs', 'Increased system complexity introducing new failure vectors in the orchestration layer', 'Resource exhaustion (GPU/CPU) from uncontrolled local model scaling', 'Security vulnerabilities arising from improper validation or injection attacks', 'Knowledge‑base corruption or loss jeopardizing perpetual learning'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323106 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 1032 calls (1032 free / 0 paid), 1,414,618 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,804,700.
- failed (mindx_meta_agent, autonomous_loop): Cycle 4 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 4: Optimize CPU usage - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.428 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.416 top3=[ - mastermind_prime (backlog_directive_selection): — backlog_idx=967 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- 2026-06-04T23:32:26.615815 — 2085.8s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient & Perpetual MindX Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust LLM Provider Orchestration with Automatic Fallback', 'Self-Healing Infrastructure & Auto‑Remediation', 'Continuous Learning Loop & Knowledge Retention', 'Security‑First Input Validation & API Hardening', 'Automated Model Lifecycle Management', 'Observability, Metrics‑Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider‑selection middleware that detects LLM failures and transparently switches to the next healthy provider with retry‑backoff and circuit‑breaker patterns', 'priority': 9}, {'goal_description': 'Deploy a health‑check supervisor that restarts failed services, scales local Ollama workers, and triggers self‑repair scripts based on predefined playbooks', 'priority': 8}, {'goal_description': 'Create a persistent knowledge‑base (vector store + symbolic graph) that archives improvement backlog resolutions, agent experiences, and learned policies for perpetual recall', 'priority': 8}, {'goal_description': 'Enforce comprehensive input validation schema (JSON‑Schema + sanitization) on all inbound API requests and integrate automated fuzz testing in CI', 'priority': 9}, {'goal_description': 'Build an automated model‑management service that pulls, quantizes, and caches required models from Ollama/HF, validates compatibility, and rolls back on incompatibility', 'priority': 7}, {'goal_description': 'Instrument the system with Prometheus‑compatible metrics, distributed tracing, and alerting; define SLOs for uptime (>99.9%), MTTR (<5\u202fmin), fallback success rate (>95%), and validation error rate (<0.1%)', 'priority': 7}], 'key_performance_indicators': {'system_uptime_percent': '99.9', 'mean_time_to_recovery_minutes': '5', 'fallback_success_rate_percent': '95', 'input_validation_error_rate_percent': '0.1', 'knowledge_retention_recall_score': '0.9', 'model_update_latency_minutes': '10'}, 'potential_risks': ['Over‑dependence on external API keys leading to service disruption if credentials expire or are revoked', 'Model drift or degradation causing reduced quality of generated outputs', 'Increased system complexity introducing new failure vectors in the orchestration layer', 'Resource exhaustion (GPU/CPU) from uncontrolled local model scaling', 'Security vulnerabilities arising from improper validation or injection attacks', 'Knowledge‑base corruption or loss jeopardizing perpetual learning'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323088 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 1030 calls (1030 free / 0 paid), 1,410,674 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,800,756.
- pending (mindx_meta_agent, autonomous_loop): Cycle 3: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.493 top3= - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.452 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.440 top3=[ - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.467 top3=
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- 2026-06-04T23:32:26.615815 — 2085.8s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual AI Orchestration', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Fallback & Load Balancing', 'Comprehensive Input Validation & Sanitization', 'Automated Model Provisioning & Local Inference', 'Self-Healing & Observability', 'Continuous Learning & Improvement Backlog Automation'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health checks and circuit breaker pattern', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation middleware for all API endpoints (schema validation, injection prevention)', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling based on configured model list, with version pinning', 'priority': 8}, {'goal_description': 'Add self-healing watchdog that restarts failed services and triggers fallback on repeated errors', 'priority': 8}, {'goal_description': 'Instrument observability (metrics, tracing, logs) to measure MTTR, fallback usage, and validation error rates', 'priority': 7}, {'goal_description': 'Create automated backlog grooming bot that prioritizes items based on impact and effort, reducing pending items by 20% per sprint', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_seconds': 30, 'fallback_success_rate_percent': 99.5, 'input_validation_error_rate_percent': 0.1, 'average_model_latency_ms': 250, 'system_uptime_percent': 99.9, 'backlog_reduction_rate_percent_per_sprint': 20}, 'potential_risks': ['Over-reliance on external LLM providers causing latency or cost spikes', 'Model drift or degradation when using locally hosted models without continuous updates', 'Security vulnerabilities from insufficient input validation or injection attacks', 'Resource exhaustion (GPU/CPU/memory) due to uncontrolled model loading', 'Configuration drift between environments leading to inconsistent fallback behavior'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323071 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 1033 calls (1033 free / 0 paid), 1,416,500 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,797,121.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=961 priority=9 target=system reason: From improvement backlog - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — LLM planning failed (handler=ollama/gpt-oss:120b-cloud) — generated structural skeleton
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- 2026-06-04T23:32:26.615815 — 2085.8s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual MindX Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Local AI Inference Enablement', 'Observability & Self‑Monitoring', 'Automated Improvement Loop Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking circuit breaker', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling for local inference on startup', 'priority': 8}, {'goal_description': 'Add health‑check endpoints and metrics export (Prometheus) for each LLM provider', 'priority': 7}, {'goal_description': 'Create a self‑healing supervisor that restarts failed services and re‑routes traffic', 'priority': 8}, {'goal_description': 'Refactor improvement backlog processing to prioritize resilience‑related items', 'priority': 6}, {'goal_description': 'Introduce automated rollback capability for configuration changes', 'priority': 7}, {'goal_description': 'Implement rate‑limiting and abuse protection for external API calls', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_seconds': 30, 'fallback_activation_rate_percent': 5, 'input_validation_error_rate_percent': 0.1, 'local_inference_request_ratio_percent': 40, 'backlog_resolution_rate_items_per_day': 500}, 'potential_risks': ['Increased complexity from multiple fallback paths leading to configuration drift', 'Dependency on external API keys causing service disruption if keys expire or are revoked', 'Local model inference may strain hardware resources, affecting latency', 'Security surface expansion with new validation logic could introduce bugs', 'Automated self‑healing might mask underlying issues, delaying root‑cause fixes'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 83.2, 'cpu_iowait': 0.0, 'cpu_steal': 74.4, 'load_1m': 0.9833984375, 'memory_percent': 31.3, 'memory_available_gb': 5.33, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 9, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 21, 'self_uptime_seconds': 5729}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323049 memories, 14 beliefs, 83318 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 1028 calls (1028 free / 0 paid), 1,405,077 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,785,698.
- failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - completed (machine_dreaming, machine_dreaming): Dream: default_identity_manager — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes:
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.477 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mastermind_prime (backlog_directive_selection): — backlog_idx=961 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T07:12:48.519791 — 5081.7s, waning_gibbous, 19 recommendations
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- 2026-06-04T23:32:26.615815 — 2085.8s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual MindX Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Local AI Inference Enablement', 'Observability & Self‑Monitoring', 'Automated Improvement Loop Optimization'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking circuit breaker', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling for local inference on startup', 'priority': 8}, {'goal_description': 'Add health‑check endpoints and metrics export (Prometheus) for each LLM provider', 'priority': 7}, {'goal_description': 'Create a self‑healing supervisor that restarts failed services and re‑routes traffic', 'priority': 8}, {'goal_description': 'Refactor improvement backlog processing to prioritize resilience‑related items', 'priority': 6}, {'goal_description': 'Introduce automated rollback capability for configuration changes', 'priority': 7}, {'goal_description': 'Implement rate‑limiting and abuse protection for external API calls', 'priority': 6}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_seconds': 30, 'fallback_activation_rate_percent': 5, 'input_validation_error_rate_percent': 0.1, 'local_inference_request_ratio_percent': 40, 'backlog_resolution_rate_items_per_day': 500}, 'potential_risks': ['Increased complexity from multiple fallback paths leading to configuration drift', 'Dependency on external API keys causing service disruption if keys expire or are revoked', 'Local model inference may strain hardware resources, affecting latency', 'Security surface expansion with new validation logic could introduce bugs', 'Automated self‑healing might mask underlying issues, delaying root‑cause fixes'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 95.2, 'cpu_iowait': 0.0, 'cpu_steal': 70.7, 'load_1m': 1.095703125, 'memory_percent': 31.5, 'memory_available_gb': 5.31, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 5, 'self_rss_mb': 721.8, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 19, 'self_uptime_seconds': 5649}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 323015 memories, 14 beliefs, 83315 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 1024 calls (1024 free / 0 paid), 1,383,748 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,754,221.
- completed (machine_dreaming, machine_dreaming): Dream: machine_dreaming — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: machine - completed (machine_dreaming, machine_dreaming): Dream: cfo_finance — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: inter - completed (machine_dreaming, machine_dreaming): Dream: health_auditor_tool — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: heal - completed (machine_dreaming, machine_dreaming): Dream: mastermind_prime — 10 patterns extracted, 10 stored to LTM. Top insight: Top processes: maste - completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent.sea_for_mastermind — 5 patterns extracted, 5 stored to LTM. Top ins
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.525 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.546 top3=[ - mastermind_prime (backlog_directive_selection): — backlog_idx=958 priority=9 target=system reason: From improvement backlog
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- 2026-06-04T23:32:26.615815 — 2085.8s, waning_gibbous, 19 recommendations
- 2026-06-04T21:33:34.847738 — 468.6s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': ':Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Local Model Provisioning & Self-Hosted Inference', 'Continuous Self-Improvement Loop', 'Observability & Metrics-Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement fallback provider selection with health checks', 'priority': 9}, {'goal_description': 'Add comprehensive input validation middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling for required models', 'priority': 8}, {'goal_description': 'Design and implement a belief-update mechanism for agents to incorporate improvement backlog into beliefs', 'priority': 7}, {'goal_description': 'Deploy centralized logging, tracing, and alerting (Prometheus/Grafana)', 'priority': 7}, {'goal_description': 'Create a model lifecycle manager to monitor performance drift and trigger retraining or replacement', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_MTRT': '<30s', 'API_request_validation_failure_rate': '<0.1%', 'Fallback_provider_switch_success_rate': '100%', 'Local_inference_latency_p95_3B_models': '<200ms', 'System_uptime': '>99.9%', 'Backlog_reduction_rate_items_per_day': '>500', 'Model_drift_detection_latency': '<1h'}, 'potential_risks': ['Dependency on external API keys leading to service disruption if keys expire or are revoked', 'Insufficient local hardware resources causing model inference bottlenecks', 'Security vulnerabilities introduced by improper input validation', 'Model performance degradation over time (concept drift) undetected', 'Configuration drift across environments leading to inconsistent behavior', 'Overload of improvement backlog causing analysis paralysis'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 99.3, 'cpu_iowait': 0.0, 'cpu_steal': 88.8, 'load_1m': 1.1904296875, 'memory_percent': 29.7, 'memory_available_gb': 5.45, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 5, 'self_rss_mb': 600.4, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 20, 'self_uptime_seconds': 3629}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 322999 memories, 14 beliefs, 83315 backlog items, 4/10 sources available (local inference active)
Inference spend: 24h: 1019 calls (1019 free / 0 paid), 1,373,019 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,743,492.
- completed (machine_dreaming, machine_dreaming): Dream: cto_technology — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: in - completed (machine_dreaming, machine_dreaming): Dream: mindx_heartbeat — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: godel_co - completed (machine_dreaming, machine_dreaming): Dream: guardian_agent_main — 6 patterns extracted, 6 stored to LTM. Top insight: Top processes: guar - completed (machine_dreaming, machine_dreaming): Dream: mindXagent.mindx_meta_agent — 6 patterns extracted, 6 stored to LTM. Top insight: Top process - failed (mindx_meta_agent, autonomous_loop): Cycle 1 failed: Optimize CPU usage. Agents: none
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.519 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.525 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- 2026-06-04T23:32:26.615815 — 2085.8s, waning_gibbous, 19 recommendations
- 2026-06-04T21:33:34.847738 — 468.6s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': ':Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Input Validation & Security Hardening', 'Local Model Provisioning & Self-Hosted Inference', 'Continuous Self-Improvement Loop', 'Observability & Metrics-Driven Governance'], 'bdi_todo_list': [{'goal_description': 'Implement fallback provider selection with health checks', 'priority': 9}, {'goal_description': 'Add comprehensive input validation middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling for required models', 'priority': 8}, {'goal_description': 'Design and implement a belief-update mechanism for agents to incorporate improvement backlog into beliefs', 'priority': 7}, {'goal_description': 'Deploy centralized logging, tracing, and alerting (Prometheus/Grafana)', 'priority': 7}, {'goal_description': 'Create a model lifecycle manager to monitor performance drift and trigger retraining or replacement', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_MTRT': '<30s', 'API_request_validation_failure_rate': '<0.1%', 'Fallback_provider_switch_success_rate': '100%', 'Local_inference_latency_p95_3B_models': '<200ms', 'System_uptime': '>99.9%', 'Backlog_reduction_rate_items_per_day': '>500', 'Model_drift_detection_latency': '<1h'}, 'potential_risks': ['Dependency on external API keys leading to service disruption if keys expire or are revoked', 'Insufficient local hardware resources causing model inference bottlenecks', 'Security vulnerabilities introduced by improper input validation', 'Model performance degradation over time (concept drift) undetected', 'Configuration drift across environments leading to inconsistent behavior', 'Overload of improvement backlog causing analysis paralysis'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 70.5, 'cpu_iowait': 0.1, 'cpu_steal': 70.3, 'load_1m': 1.75390625, 'memory_percent': 59.9, 'memory_available_gb': 3.11, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 8, 'self_rss_mb': 503.2, 'self_cpu_percent': 0.0, 'self_threads': 13, 'self_fds': 22, 'self_uptime_seconds': 1025}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 322909 memories, 14 beliefs, 83315 backlog items, 2/10 sources available (cloud only)
Inference spend: 24h: 1006 calls (1006 free / 0 paid), 1,351,531 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,711,828.
- completed (machine_dreaming, machine_dreaming): Dream: strategic_evolution_agent — 7 patterns extracted, 7 stored to LTM. Top insight: Success rate: - failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 3: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact
- mastermind_prime (backlog_directive_selection): — backlog_idx=952 priority=9 target=system reason: From improvement backlog - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.500 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- 2026-06-04T23:32:26.615815 — 2085.8s, waning_gibbous, 19 recommendations
- 2026-06-04T21:33:34.847738 — 468.6s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback', 'Input Validation & Security', 'Self‑Improving Model Management', 'Observability & Auditing', 'Long‑Term Sustainability'], 'bdi_todo_list': [{'goal_description': 'Implement robust fallback provider selection with health‑check circuit breaker', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Deploy automated model hot‑swapping and versioning system with rollback capability', 'priority': 8}, {'goal_description': 'Establish continuous self‑audit and belief revision loop to drive perpetual improvement', 'priority': 8}, {'goal_description': 'Enhance observability with distributed tracing, metrics, and alerting', 'priority': 7}, {'goal_description': 'Harden secret management and integrate API key vault for all provider credentials', 'priority': 7}, {'goal_description': 'Create automated backup and disaster recovery pipelines for local model caches and configuration', 'priority': 6}], 'key_performance_indicators': {'MTTR_seconds': 30, 'provider_failover_success_rate_percent': 99.9, 'input_validation_coverage_percent': 100, 'self_improvement_cycle_latency_minutes': 5, 'system_uptime_percent': 99.95, 'critical_security_findings': 0, 'model_swap_latency_seconds': 2}, 'potential_risks': ['Over‑reliance on external LLM providers causing availability gaps', 'Model drift or degradation undetected without continuous evaluation', 'Configuration drift leading to inconsistent fallback behavior', 'Increased system complexity introducing new failure modes', 'Resource exhaustion from concurrent model loads and health checks', 'Security vulnerabilities in validation or secret handling pipelines'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 90.0, 'load_1m': 4.25341796875, 'memory_percent': 61.4, 'memory_available_gb': 2.99, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 8, 'self_rss_mb': 734.2, 'self_cpu_percent': 0.0, 'self_threads': 15, 'self_fds': 21, 'self_uptime_seconds': 10673}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 322909 memories, 14 beliefs, 83315 backlog items, 2/10 sources available (cloud only)
Inference spend: 24h: 1006 calls (1006 free / 0 paid), 1,351,531 tokens, $0.000000. Top: ollama_cloud, ollama, openrouter/Nvidia. All-time tokens: 8,711,828.
- failed (mindx_meta_agent, autonomous_loop): Cycle 3 failed: Optimize CPU usage. Agents: none - pending (mindx_meta_agent, autonomous_loop): Cycle 3: Optimize CPU usage - completed (machine_dreaming, machine_dreaming): Dream: bdi_agent_mastermind_strategy_mastermind_prime — 8 patterns extracted, 8 stored to LTM. Top i - completed (machine_dreaming, machine_dreaming): Dream: cro_risk — 3 patterns extracted, 3 stored to LTM. Top insight: Dominant memory type: interact - failed (mindx_meta_agent, autonomous_loop): Cycle 2 failed: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be. Ag
- mastermind_prime (backlog_directive_selection): — backlog_idx=952 priority=9 target=system reason: From improvement backlog - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.500 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[
- sea_audit_driven_19b34d6e — NO_WORK: Audit completed with no actionable findings; nothing to improve this cycle.
- 2026-06-05T03:54:10.083445 — 5129.2s, waning_gibbous, 19 recommendations
- 2026-06-04T23:32:26.615815 — 2085.8s, waning_gibbous, 19 recommendations
- 2026-06-04T21:33:34.847738 — 468.6s, waning_gibbous, 19 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback', 'Input Validation & Security', 'Self‑Improving Model Management', 'Observability & Auditing', 'Long‑Term Sustainability'], 'bdi_todo_list': [{'goal_description': 'Implement robust fallback provider selection with health‑check circuit breaker', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Deploy automated model hot‑swapping and versioning system with rollback capability', 'priority': 8}, {'goal_description': 'Establish continuous self‑audit and belief revision loop to drive perpetual improvement', 'priority': 8}, {'goal_description': 'Enhance observability with distributed tracing, metrics, and alerting', 'priority': 7}, {'goal_description': 'Harden secret management and integrate API key vault for all provider credentials', 'priority': 7}, {'goal_description': 'Create automated backup and disaster recovery pipelines for local model caches and configuration', 'priority': 6}], 'key_performance_indicators': {'MTTR_seconds': 30, 'provider_failover_success_rate_percent': 99.9, 'input_validation_coverage_percent': 100, 'self_improvement_cycle_latency_minutes': 5, 'system_uptime_percent': 99.95, 'critical_security_findings': 0, 'model_swap_latency_seconds': 2}, 'potential_risks': ['Over‑reliance on external LLM providers causing availability gaps', 'Model drift or degradation undetected without continuous evaluation', 'Configuration drift leading to inconsistent fallback behavior', 'Increased system complexity introducing new failure modes', 'Resource exhaustion from concurrent model loads and health checks', 'Security vulnerabilities in validation or secret handling pipelines'], 'source': 'llm_enriched'}
- bdi.mastermind_strategy_mastermind_prime.beliefs.system.state: {'cpu_percent': 100.0, 'cpu_iowait': 0.0, 'cpu_steal': 90.0, 'load_1m': 4.25341796875, 'memory_percent': 61.4, 'memory_available_gb': 2.99, 'swap_percent': 0.0, 'disk_root_percent': 82.7, 'sockets_established': 8, 'self_rss_mb': 734.2, 'self_cpu_percent': 0.0, 'self_threads': 15, 'self_fds': 21, 'self_uptime_seconds': 10673}
- milestone:publication:post_689: {'category': 'publication', 'summary': 'Published article: mindX: An Autonomous Multi-Agent System Writing Its Own Documentation (post 689)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 689, 'url': 'https://rage.pythai.net/mindx-introduction/', 'title': 'mindX: An Autonomous Multi-Agent System Writing Its Own Documentation', 'slug': 'mindx-introduction', 'status': 'publish', 'occurred_at': 1779512520.0}}
- milestone:provisioning:wordpress_agent: {'category': 'publication', 'summary': 'wordpress.agent identity provisioned end-to-end on prod: author_agent wallet (0x5277D156…) allowlisted in mindx-publish-auth, vault namespace wordpress.agent.keys populated, cross-check diagnostic shipped + wired as systemd ExecStartPre to prevent silent identity drift', 'confidence': 1.0, 'recognizer': 'backfill.provisioning.wordpress_agent', 'autopublish_status': 'none', 'evidence': {'wallet_address': '0x5277D156E7cD71ebF22c8f81812A65493D1ce534', 'vault_namespace': 'wordpress.agent.keys', 'cross_check_systemd_hook': 'ExecStartPre', 'wp_plugin': 'mindx-publish-auth v0.1.0', 'occurred_at': 1779514000.0}}
- milestone:bug_crushed:pr_10: {'category': 'bug_crushed', 'summary': 'Closed 25 Dependabot alerts in one session (1 critical + 11 high + 12 moderate + 1 low). Methodology: npm overrides for transitive CVEs, lockfile-only regenerate, one-package-per-commit, cherry-pick to main. Eleven commits, PR #10.', 'confidence': 1.0, 'recognizer': 'backfill.bug.crushed', 'autopublish_status': 'publish', 'evidence': {'pr_number': 10, 'alert_count': 25, 'severities': {'critical': 1, 'high': 11, 'moderate': 12, 'low': 1}, 'commits': 11, 'manifests': ['AgenticPlace/package.json', 'mindx_frontend_ui/package.json', 'faicey/package.json'], 'is_major': True, 'occurred_at': 1779515500.0}}
- milestone:publication:post_693: {'category': 'publication', 'summary': 'Published article: Twenty-five to zero: how I closed every open Dependabot alert in one session (post 693)', 'confidence': 1.0, 'recognizer': 'backfill.publication.published', 'autopublish_status': 'none', 'evidence': {'post_id': 693, 'url': 'https://rage.pythai.net/zero-vulnerabilities/', 'title': 'Twenty-five to zero: how I closed every open Dependabot alert in one session', 'slug': 'zero-vulnerabilities', 'status': 'publish', 'occurred_at': 1779515953.0}}
- milestone:publication:post_706: {'category': 'publication', 'summary': 'Published article: Consolidation report — full moon (https://rage.pythai.net/?p=706)', 'confidence': 1.0, 'recognizer': 'publication.published', 'evidence': {'post_id': 706, 'url': 'https://rage.pythai.net/?p=706', 'title': 'Consolidation report — full moon', 'kind': 'dream_book_edition', 'status': 'draft', 'slug': ''}, 'autopublish_status': 'none'}
- milestone:bug_crushed:batch_0_0c_0h: {'category': 'bug_crushed', 'summary': 'Closed 0 security alert(s)', 'confidence': 0.6, 'recognizer': 'bug.crushed', 'evidence': {'pr_number': None, 'alert_count': 0, 'severities': {}, 'is_major': False}, 'autopublish_status': 'none'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 28018 memories, 18 beliefs, 7341 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.518 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.518 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T21:53:53.249099 — 42.4s, waning_crescent, 17 recommendations
- 2026-05-15T21:39:22.260420 — 95.4s, waning_crescent, 17 recommendations
- 2026-05-15T11:41:29.548304 — 51.8s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 28018 memories, 18 beliefs, 7341 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.518 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.518 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T21:53:53.249099 — 42.4s, waning_crescent, 17 recommendations
- 2026-05-15T21:39:22.260420 — 95.4s, waning_crescent, 17 recommendations
- 2026-05-15T11:41:29.548304 — 51.8s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 27978 memories, 18 beliefs, 7335 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T21:53:53.249099 — 42.4s, waning_crescent, 17 recommendations
- 2026-05-15T21:39:22.260420 — 95.4s, waning_crescent, 17 recommendations
- 2026-05-15T11:41:29.548304 — 51.8s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 27782 memories, 18 beliefs, 7287 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T21:39:22.260420 — 95.4s, waning_crescent, 17 recommendations
- 2026-05-15T11:41:29.548304 — 51.8s, waning_crescent, 16 recommendations
- 2026-05-15T11:24:39.222310 — 36.5s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 27782 memories, 18 beliefs, 7287 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T21:39:22.260420 — 95.4s, waning_crescent, 17 recommendations
- 2026-05-15T11:41:29.548304 — 51.8s, waning_crescent, 16 recommendations
- 2026-05-15T11:24:39.222310 — 36.5s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Chapter published: day 28/28 — Full Moon — new moon
System snapshot: 27639 memories, 18 beliefs, 7269 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.527 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.527 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T11:41:29.548304 — 51.8s, waning_crescent, 16 recommendations
- 2026-05-15T11:24:39.222310 — 36.5s, waning_crescent, 16 recommendations
- 2026-05-15T10:01:19.254350 — 37.4s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 27639 memories, 18 beliefs, 7269 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.527 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.527 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T11:41:29.548304 — 51.8s, waning_crescent, 16 recommendations
- 2026-05-15T11:24:39.222310 — 36.5s, waning_crescent, 16 recommendations
- 2026-05-15T10:01:19.254350 — 37.4s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 27534 memories, 18 beliefs, 7236 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T11:41:29.548304 — 51.8s, waning_crescent, 16 recommendations
- 2026-05-15T11:24:39.222310 — 36.5s, waning_crescent, 16 recommendations
- 2026-05-15T10:01:19.254350 — 37.4s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 27356 memories, 18 beliefs, 7197 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T11:24:39.222310 — 36.5s, waning_crescent, 16 recommendations
- 2026-05-15T10:01:19.254350 — 37.4s, waning_crescent, 16 recommendations
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 27356 memories, 18 beliefs, 7197 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T11:24:39.222310 — 36.5s, waning_crescent, 16 recommendations
- 2026-05-15T10:01:19.254350 — 37.4s, waning_crescent, 16 recommendations
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 27215 memories, 18 beliefs, 7179 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T10:01:19.254350 — 37.4s, waning_crescent, 16 recommendations
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 27213 memories, 18 beliefs, 7179 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T10:01:19.254350 — 37.4s, waning_crescent, 16 recommendations
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 27155 memories, 18 beliefs, 7164 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T10:01:19.254350 — 37.4s, waning_crescent, 16 recommendations
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 27035 memories, 18 beliefs, 7125 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-15T10:01:19.254350 — 37.4s, waning_crescent, 16 recommendations
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Chapter published: day 28/28 — Full Moon — waning crescent
System snapshot: 26823 memories, 18 beliefs, 7071 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.498 top3=[n - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.498 top3=[n - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 26823 memories, 18 beliefs, 7071 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.498 top3=[n - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.498 top3=[n - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 26721 memories, 18 beliefs, 7041 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 26571 memories, 18 beliefs, 6981 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 26282 memories, 18 beliefs, 6864 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 26065 memories, 18 beliefs, 6774 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 25844 memories, 18 beliefs, 6690 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 25626 memories, 18 beliefs, 6597 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 25375 memories, 18 beliefs, 6501 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 25140 memories, 18 beliefs, 6399 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 24965 memories, 18 beliefs, 6336 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-14T04:24:10.750897 — 35.8s, waning_crescent, 16 recommendations
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 24774 memories, 18 beliefs, 6282 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 24625 memories, 18 beliefs, 6231 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 24516 memories, 18 beliefs, 6192 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 24355 memories, 18 beliefs, 6138 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 24225 memories, 18 beliefs, 6087 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 24100 memories, 18 beliefs, 6048 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 23960 memories, 18 beliefs, 5994 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 23811 memories, 18 beliefs, 5943 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 23705 memories, 18 beliefs, 5904 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 23544 memories, 18 beliefs, 5850 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 23416 memories, 18 beliefs, 5799 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 23289 memories, 18 beliefs, 5760 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient & Perpetual MindX Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Fault Tolerance & Fallback Mechanisms', 'Comprehensive Input Validation & Security', 'Self-Healing & Autonomous Recovery', 'Model Diversity & Perpetual Knowledge Retention', 'Observability, Metrics & Adaptive Governance'], 'bdi_todo_list': [{'goal_description': 'Design and implement a dynamic fallback provider selection algorithm that ranks providers by health, latency, and cost, with automatic switch‑over on failure', 'priority': 9}, {'goal_description': 'Add schema‑based validation and sanitization for all inbound API requests, including rate‑limiting and injection protection', 'priority': 9}, {'goal_description': 'Create a self‑diagnostic health‑check service that can restart failed components, clear stale states, and trigger model re‑loads without manual intervention', 'priority': 8}, {'goal_description': 'Implement a model‑registry with version pinning, automated pull‑testing, and rollback capability to ensure perpetual availability of working models', 'priority': 7}, {'goal_description': 'Deploy centralized logging, tracing, and alerting (Prometheus/Grafana) with SLA‑based KPIs and automated anomaly detection', 'priority': 7}, {'goal_description': 'Introduce chaos‑testing harness to periodically inject faults and validate resilience mechanisms', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_seconds': 15, 'fallback_success_rate_percent': 99.5, 'validation_error_rate_percent': 0.1, 'system_uptime_percent': 99.9, 'average_model_latency_ms': 250, 'backlog_growth_rate_items_per_day': 5}, 'potential_risks': ['Over‑dependence on a single external API provider leading to cascading failures', 'Model drift or degradation causing reduced answer quality', 'Security vulnerabilities introduced by overly permissive validation schemas', 'Resource exhaustion due to uncontrolled fallback retries or model loading', 'Configuration drift across environments causing inconsistent behavior'], 'source': 'llm_enriched'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 23155 memories, 18 beliefs, 5709 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution v0.5.0', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robust Fallback & Error Handling', 'Comprehensive Input Validation & Security', 'Self-Healing Adaptive Learning', 'Long‑Term Knowledge Persistence (Belief & Memory Systems)', 'Scalable Multi‑Provider Management & Cost Optimization', 'Observability & Autonomous Governance'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing for all LLM calls', 'priority': 9}, {'goal_description': 'Add schema‑based input validation and sanitization middleware for all API endpoints (including agent‑to‑agent messages)', 'priority': 9}, {'goal_description': 'Deploy a lightweight belief‑revision module that logs contradictions and triggers self‑improvement proposals when confidence drops below threshold', 'priority': 8}, {'goal_description': 'Design a persistent knowledge store (vector‑backed + relational) for agent experiences, enabling perpetual learning across restarts', 'priority': 8}, {'goal_description': 'Create provider quota‑aware load balancer that rotates usage, tracks cost, and automatically switches to local Ollama models when limits approached', 'priority': 7}, {'goal_description': 'Instrument system with Prometheus‑compatible metrics (MTTR, fallback hit‑rate, validation error rate, belief‑update frequency) and automated alerting', 'priority': 7}, {'goal_description': 'Run a chaos‑engineering test suite (simulated provider failures, malformed inputs) to verify resilience guarantees before release', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_seconds': '<30', 'fallback_success_rate': '>0.95', 'input_validation_error_rate': '<0.001', 'belief_update_frequency_per_hour': '>2', 'knowledge_store_retention_days': '>365', 'provider_cost_vs_budget_variance': '<5%', 'system_uptime_percentage': '>99.9'}, 'potential_risks': ['Over‑reliance on external API providers leading to quota exhaustion or service degradation', 'Latency introduced by health‑checking and fallback logic impacting real‑time agent interactions', 'Validation overhead could become a bottleneck if not optimized', 'Belief revision mechanisms may drift or produce inconsistent ontologies without proper governance', 'Persistent knowledge store growth could exceed storage capacity if not pruned', 'Complex multi‑provider orchestration increases surface for configuration errors', 'Chaos testing might inadvertently affect production‑like environments if not isolated'], 'source': 'llm_enriched'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 23024 memories, 18 beliefs, 5667 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual MindX Evolution', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Fallback & Load Balancing', 'Robust Input Validation & Sanitization', 'Local Model Infrastructure (Ollama)', 'Self-Healing & Monitoring', 'Knowledge Persistence & Versioned Beliefs'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health checks', 'priority': 9}, {'goal_description': 'Add comprehensive schema-based validation for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling in deployment scripts', 'priority': 8}, {'goal_description': 'Deploy health‑check microservice and auto‑restart on failure', 'priority': 8}, {'goal_description': 'Design persistent belief store with versioned snapshots for long‑term learning', 'priority': 7}, {'goal_description': 'Introduce chaos testing to verify resilience under provider outages', 'priority': 6}, {'goal_description': 'Establish KPI dashboard for uptime, latency, and validation error rates', 'priority': 5}], 'key_performance_indicators': {'system_uptime_percent': 99.9, 'mean_time_to_recovery_seconds': 30, 'provider_switch_latency_ms': 200, 'input_validation_error_rate_percent': 0.1, 'local_model_inference_success_rate_percent': 98, 'belief_store_version_retention_count': 12}, 'potential_risks': ['Dependency on external API keys leading to quota exhaustion', 'Model drift causing degraded performance over time', 'Increased complexity introducing new failure points', 'Security vulnerabilities from insufficient input validation', 'Resource strain from running multiple local models concurrently'], 'source': 'llm_enriched'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 22905 memories, 18 beliefs, 5622 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- sea_audit_driven_2a7b95bc — FAILURE: Blueprint generation failed: Blueprint generation failed: unsupported operand type(s) for +: 'dict' and 'list'
- 2026-05-13T20:23:12.602508 — 175.9s, waning_crescent, 16 recommendations
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient AI Provider and Input Validation Enhancement', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Resilience', 'Input Validation & Security', 'Local AI Deployment', 'Monitoring & Observability', 'Validation & Testing'], 'bdi_todo_list': [{'goal_description': 'Implement fallback provider selection mechanism for LLM calls', 'priority': 7}, {'goal_description': 'Add comprehensive input validation and sanitization for all API endpoints', 'priority': 9}, {'goal_description': 'Install Ollama service and pull required models for local inference', 'priority': 8}, {'goal_description': 'Deploy health‑checks, metrics collection and alerting for provider failures and latency spikes', 'priority': 6}, {'goal_description': 'Create automated validation tests (unit, integration, chaos) to verify fallback and validation logic', 'priority': 5}], 'key_performance_indicators': ['LLM request success rate (%)', 'Average request latency (ms)', 'Provider failover time (s)', 'Number of validation errors per hour', 'System uptime (%)'], 'potential_risks': ['Reliance on external Ollama service availability', 'Increased code complexity leading to bugs', 'Performance overhead from validation layers', 'Model download or initialization failures', 'Insufficient monitoring coverage causing blind spots'], 'source': 'llm_enriched'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 1 succeeded — goal: {"error": "ConnectionError", "message": "Cannot connect to Ollama at http://10.0.0.155:18080"}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 22557 memories, 18 beliefs, 5502 backlog items, 4/10 sources available (local inference active)
- strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- 2026-05-13T18:24:45.135855 — 32.1s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robustness & Fault Tolerance', 'Automated Self‑Improvement Loop', 'Knowledge Persistence & Model Evolution', 'Secure & Validated I/O', 'Scalable Provider Orchestration'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation and sanitization middleware for all API endpoints (schema‑based, type‑safe, injection‑proof)', 'priority': 9}, {'goal_description': 'Create an automated backlog‑processing agent that prioritizes, executes, and validates improvement suggestions using a sandboxed test harness', 'priority': 8}, {'goal_description': 'Design a belief‑storage subsystem that persistently logs agent decisions, outcomes, and learned heuristics for long‑term knowledge retention', 'priority': 7}, {'goal_description': 'Introduce model versioning and continuous fine‑tuning pipeline that retrains local models on approved interaction data while preserving previous checkpoints', 'priority': 6}, {'goal_description': 'Add observability stack (metrics, tracing, alerting) to measure MTTR, request success rates, and resource utilization', 'priority': 7}, {'goal_description': 'Implement role‑based access control and API key vault integration for the coordinator_agent and future agents', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recover_mttr_seconds': 45, 'input_validation_pass_rate_percent': 99.5, 'backlog_items_processed_per_week': 120, 'knowledge_base_growth_entries_per_day': 25, 'model_update_latency_hours': 6, 'system_uptime_percent': 99.9, 'agent_authorization_compliance_percent': 100}, 'potential_risks': ['Over‑dependence on external LLM providers causing cascading fallback failures', 'Validation overhead increasing latency beyond acceptable thresholds', 'Sandboxed improvement agent could inadvertently execute harmful code if not properly isolated', 'Model drift or catastrophic forgetting during continuous fine‑tuning', 'Backlog growth outpacing processing capacity leading to stale improvements', 'Security misconfiguration in vault or RBAC exposing API keys', 'Observability blind spots causing delayed detection of degradation'], 'source': 'llm_enriched'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 22555 memories, 18 beliefs, 5502 backlog items, 4/10 sources available (local inference active)
- strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.549 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T19:45:40.525099 — 34.2s, waning_crescent, 16 recommendations
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- 2026-05-13T18:24:45.135855 — 32.1s, waning_crescent, 16 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Framework', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robustness & Fault Tolerance', 'Automated Self‑Improvement Loop', 'Knowledge Persistence & Model Evolution', 'Secure & Validated I/O', 'Scalable Provider Orchestration'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing for all LLM calls', 'priority': 9}, {'goal_description': 'Deploy comprehensive input validation and sanitization middleware for all API endpoints (schema‑based, type‑safe, injection‑proof)', 'priority': 9}, {'goal_description': 'Create an automated backlog‑processing agent that prioritizes, executes, and validates improvement suggestions using a sandboxed test harness', 'priority': 8}, {'goal_description': 'Design a belief‑storage subsystem that persistently logs agent decisions, outcomes, and learned heuristics for long‑term knowledge retention', 'priority': 7}, {'goal_description': 'Introduce model versioning and continuous fine‑tuning pipeline that retrains local models on approved interaction data while preserving previous checkpoints', 'priority': 6}, {'goal_description': 'Add observability stack (metrics, tracing, alerting) to measure MTTR, request success rates, and resource utilization', 'priority': 7}, {'goal_description': 'Implement role‑based access control and API key vault integration for the coordinator_agent and future agents', 'priority': 5}], 'key_performance_indicators': {'mean_time_to_recover_mttr_seconds': 45, 'input_validation_pass_rate_percent': 99.5, 'backlog_items_processed_per_week': 120, 'knowledge_base_growth_entries_per_day': 25, 'model_update_latency_hours': 6, 'system_uptime_percent': 99.9, 'agent_authorization_compliance_percent': 100}, 'potential_risks': ['Over‑dependence on external LLM providers causing cascading fallback failures', 'Validation overhead increasing latency beyond acceptable thresholds', 'Sandboxed improvement agent could inadvertently execute harmful code if not properly isolated', 'Model drift or catastrophic forgetting during continuous fine‑tuning', 'Backlog growth outpacing processing capacity leading to stale improvements', 'Security misconfiguration in vault or RBAC exposing API keys', 'Observability blind spots causing delayed detection of degradation'], 'source': 'llm_enriched'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 22330 memories, 18 beliefs, 5487 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- 2026-05-13T18:24:45.135855 — 32.1s, waning_crescent, 16 recommendations
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Infrastructure v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Resilience', 'Input Validation & Security', 'Local Model Deployment', 'Self-Healing Mechanisms', 'Continuous Learning Loop'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health checks', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via init scripts', 'priority': 8}, {'goal_description': 'Design self-healing supervisor that restarts failed LLM agents', 'priority': 7}, {'goal_description': 'Establish metrics collection for latency, error rates, and provider availability', 'priority': 7}, {'goal_description': 'Create a perpetual learning pipeline that feeds back improvement backlog from runtime anomalies', 'priority': 6}], 'key_performance_indicators': {'provider_failover_latency_ms': 200, 'input_validation_coverage_percent': 100, 'local_model_startup_time_seconds': 30, 'self_healing_success_rate_percent': 95, 'improvement_backlog_growth_rate_per_week': 5}, 'potential_risks': ['Over-reliance on external APIs leading to quota exhaustion', 'Increased complexity causing deployment failures', 'Security vulnerabilities from insufficient input validation', 'Model drift degrading local inference quality', 'Resource exhaustion from uncontrolled self-healing loops'], 'source': 'llm_enriched'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 22326 memories, 18 beliefs, 5487 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T19:43:39.314107 — 41.0s, waning_crescent, 16 recommendations
- 2026-05-13T18:24:45.135855 — 32.1s, waning_crescent, 16 recommendations
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Infrastructure v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Resilience', 'Input Validation & Security', 'Local Model Deployment', 'Self-Healing Mechanisms', 'Continuous Learning Loop'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health checks', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization for all API endpoints', 'priority': 9}, {'goal_description': 'Automate Ollama installation and model pulling via init scripts', 'priority': 8}, {'goal_description': 'Design self-healing supervisor that restarts failed LLM agents', 'priority': 7}, {'goal_description': 'Establish metrics collection for latency, error rates, and provider availability', 'priority': 7}, {'goal_description': 'Create a perpetual learning pipeline that feeds back improvement backlog from runtime anomalies', 'priority': 6}], 'key_performance_indicators': {'provider_failover_latency_ms': 200, 'input_validation_coverage_percent': 100, 'local_model_startup_time_seconds': 30, 'self_healing_success_rate_percent': 95, 'improvement_backlog_growth_rate_per_week': 5}, 'potential_risks': ['Over-reliance on external APIs leading to quota exhaustion', 'Increased complexity causing deployment failures', 'Security vulnerabilities from insufficient input validation', 'Model drift degrading local inference quality', 'Resource exhaustion from uncontrolled self-healing loops'], 'source': 'llm_enriched'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Chapter published: day 26/28 — Dreams — waning crescent
System snapshot: 22232 memories, 18 beliefs, 5487 backlog items, 4/10 sources available (local inference active)
- strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T18:24:45.135855 — 32.1s, waning_crescent, 16 recommendations
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 22230 memories, 18 beliefs, 5487 backlog items, 4/10 sources available (local inference active)
- strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T18:24:45.135855 — 32.1s, waning_crescent, 16 recommendations
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 22023 memories, 18 beliefs, 5424 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T18:24:45.135855 — 32.1s, waning_crescent, 16 recommendations
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 21877 memories, 18 beliefs, 5367 backlog items, 4/10 sources available (local inference active)
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T18:24:45.135855 — 32.1s, waning_crescent, 16 recommendations
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 21595 memories, 18 beliefs, 5280 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 21386 memories, 18 beliefs, 5193 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'MindX Resilience & Perpetuity Evolution v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Fallback & Resilience', 'Comprehensive Input Validation & Security', 'Local AI Model Deployment (Ollama)', 'Observability, Monitoring & Alerting', 'Backlog Grooming & Continuous Improvement'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider fallback manager that detects primary LLM failure and switches to secondary providers (including local Ollama) with health‑check heartbeats', 'priority': 9}, {'goal_description': 'Add schema‑based validation middleware for all API endpoints, rejecting malformed inputs and logging validation events', 'priority': 9}, {'goal_description': 'Automate Ollama installation, pull required models (e.g., llama3, mistral), and configure the system to prefer local models when external providers are unavailable', 'priority': 8}, {'goal_description': 'Deploy metrics collection (latency, error rates, provider health) via Prometheus exporter and create Grafana dashboards; set up alerts for provider downtime and validation failures', 'priority': 7}, {'goal_description': 'Groom the improvement backlog: triage pending items, assign owners, and close resolved suggestions; establish a weekly backlog review cadence', 'priority': 6}, {'goal_description': 'Implement automated rollback tests in CI to verify that fallback mechanisms restore service within SLA thresholds', 'priority': 7}], 'key_performance_indicators': ['Provider failover success rate (target >99%)', 'Average API request validation latency (<5ms)', 'Local model inference latency (target <200ms for token generation)', 'System uptime (target 99.9%)', 'Mean time to detect/provider failure (<30s)', 'Mean time to recover via fallback (<15s)', 'Backlog closure rate (items resolved per week)'], 'potential_risks': ['Over‑reliance on a single external LLM provider if fallback not properly tested', 'Increased resource consumption (CPU/GPU, RAM) from local model execution', 'Model licensing and compliance issues when pulling third‑party models', 'Complexity introduced by validation middleware could cause false positives and block legitimate requests', 'Alert fatigue if monitoring thresholds are not tuned correctly', 'Potential drift between backlog grooming efforts and actual development velocity'], 'source': 'llm_enriched'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 21204 memories, 18 beliefs, 5127 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 21132 memories, 18 beliefs, 5103 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 20971 memories, 18 beliefs, 5049 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 20833 memories, 18 beliefs, 4995 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 20702 memories, 18 beliefs, 4956 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 20571 memories, 18 beliefs, 4905 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 20407 memories, 18 beliefs, 4851 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 20283 memories, 18 beliefs, 4803 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 20149 memories, 18 beliefs, 4761 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 20009 memories, 18 beliefs, 4707 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 19847 memories, 18 beliefs, 4653 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 19742 memories, 18 beliefs, 4614 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 19527 memories, 18 beliefs, 4533 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_78e17dac — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_78e17dac — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778695913.776597, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '3ec02d78-aa38-4122-b4a5-81e6fcb0a342'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 6 succeeded — goal: {"error": "ConnectionError", "message": "Cannot connect to Ollama at http://10.0.0.155:18080"}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 4 succeeded — goal: {"error": "ConnectionError", "message": "Cannot connect to Ollama at http://10.0.0.155:18080"}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 19117 memories, 18 beliefs, 4353 backlog items, 4/10 sources available (local inference active)
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_ba049dcf — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_ba049dcf — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T10:24:12.781233 — 243.7s, waning_crescent, 15 recommendations
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778694196.0263624, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['CREATE_ROLLBACK_PLAN', 'GENERATE_REPORT', 'CHECK_METRICS'], 'conversion_id': '8f4c58cd-7f69-44bd-acdb-be42c0320890'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 3 succeeded — goal: {"error": "ConnectionError", "message": "Cannot connect to Ollama at http://10.0.0.155:18080"}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 18637 memories, 18 beliefs, 4173 backlog items, 4/10 sources available (local inference active)
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_3bdd68a5 — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_3bdd68a5 — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778692627.2153783, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': '14360ab3-a314-46fd-80a4-61f9374b44a4'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 18635 memories, 18 beliefs, 4173 backlog items, 4/10 sources available (local inference active)
- startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_3bdd68a5 — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_3bdd68a5 — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778692627.2153783, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': '14360ab3-a314-46fd-80a4-61f9374b44a4'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 54 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 53 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 52 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 18179 memories, 18 beliefs, 0 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778690939.5102208, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': 'f62fddf6-9978-4038-8577-2174745ef72a'}
Improvement cycle 51 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 50 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 49 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 48 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 17728 memories, 18 beliefs, 3786 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_ceaa1a72 — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_ceaa1a72 — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778688766.9060073, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': '91b1cefe-ef6b-43b6-ab12-ab9e315c1653'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 47 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 46 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 45 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 17217 memories, 18 beliefs, 3561 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=
- sea_enhanced_run_f11ff86f — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_f11ff86f — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778687149.5088065, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': 'e11b1a29-5098-4666-b72f-73d849ecc8be'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 44 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 43 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 42 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 16787 memories, 18 beliefs, 3381 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_97599928 — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_97599928 — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778685505.39564, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': 'c22ba4aa-e38a-4c7b-a1ea-2af47776abd1'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 41 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 39 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 16410 memories, 18 beliefs, 3216 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_014a095d — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_014a095d — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778683748.788601, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': 'd94555e1-fad7-429f-8ae7-2e528a4e999b'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 38 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 37 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 36 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 35 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 15914 memories, 18 beliefs, 3006 backlog items, 4/10 sources available (local inference active)
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_bce17c37 — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_bce17c37 — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778681632.0534294, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': '78c25e0e-359f-46b4-bfa5-8c66576c02b9'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 34 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 33 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 32 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 15435 memories, 18 beliefs, 2796 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_b1fb26cf — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_b1fb26cf — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778680061.2178426, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': 'b41fed13-cdd7-4592-9fbf-a86a570c5f28'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 31 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 30 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 29 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 28 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 14939 memories, 18 beliefs, 2586 backlog items, 4/10 sources available (local inference active)
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_c1a52a33 — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_c1a52a33 — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778678020.5940866, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': '9eb13f79-e9bc-49b3-9446-896ecc411b2d'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 27 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 26 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 25 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 14460 memories, 18 beliefs, 2376 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_92e73eeb — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_92e73eeb — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778676450.6383018, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': '3124c4bb-7658-4171-a3bf-d967c183d692'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 24 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 23 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 22 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 21 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 13964 memories, 18 beliefs, 2166 backlog items, 4/10 sources available (local inference active)
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_cf9f06d9 — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_cf9f06d9 — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778674362.5125554, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': 'ed8dab1a-cefc-452f-83bb-8282b23d4b30'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 20 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 19 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 18 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 13485 memories, 18 beliefs, 1956 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_4b51e74a — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_4b51e74a — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778672815.3345532, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': '90577b8b-3af5-4d2d-a4fa-2d66c672452b'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 17 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 16 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 15 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 14 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 12990 memories, 18 beliefs, 1746 backlog items, 4/10 sources available (local inference active)
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3= - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[
- sea_enhanced_run_52bd2a81 — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_52bd2a81 — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778670750.0169435, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': '6ef9b146-acbd-4584-86c4-424d752aa496'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 13 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 12 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 11 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 12510 memories, 18 beliefs, 1536 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=high chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[ - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_13a842bb — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_13a842bb — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778669210.6349843, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': '1d44a6a3-486a-4a59-9986-5d0227f607af'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 10 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 9 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 8 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 7 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 12014 memories, 18 beliefs, 1326 backlog items, 4/10 sources available (local inference active)
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=1 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n
- sea_enhanced_run_e20c064a — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_e20c064a — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778667151.6897054, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': '45d67284-65fc-45c5-8a5c-a71ebcc5eef0'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 6 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 5 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 4 succeeded — goal: {"error": "ConnectionError", "message": "Cannot connect to Ollama at http://10.0.0.155:18080"}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 11532 memories, 18 beliefs, 1116 backlog items, 4/10 sources available (local inference active)
- blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- sea_enhanced_run_afe92f7e — SUCCESS: Enhanced blueprint campaign completed. 0 tasks created.
- sea_enhanced_run_afe92f7e — PARTIAL_SUCCESS: Improvements partially completed
- 2026-05-13T02:19:58.943393 — 32.6s, waning_crescent, 14 recommendations
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- evolution.blueprint_conversion.latest: {'timestamp': 1778665499.884854, 'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'blueprint_version': '0.0.1', 'actions_count': 3, 'total_estimated_cost': 0.17, 'total_estimated_duration': 360, 'safety_levels': {'low': 1, 'standard': 1, 'high': 1, 'critical': 0}, 'action_types': ['GENERATE_REPORT', 'CHECK_METRICS', 'CREATE_ROLLBACK_PLAN'], 'conversion_id': '0c823425-1367-4043-8169-fa23da4d6efe'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 3 succeeded — goal: {"error": "ConnectionError", "message": "Cannot connect to Ollama at http://10.0.0.155:18080"}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 1 succeeded — goal: {"error": "ConnectionError", "message": "Cannot connect to Ollama at http://10.0.0.155:18080"}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: 11098 memories, 17 beliefs, 954 backlog items, 4/10 sources available (local inference active)
- strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- 2026-05-02T02:33:58.328241 — 23.7s, full_moon, 11 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Engine', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robustness & Fault Tolerance', 'Self‑Optimization & Learning Loop', 'Observability, Monitoring & Alerting', 'Security Hardening & Privacy', 'Resource Efficiency & Cost Management'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Deploy automated model health metrics (availability, latency, token cost) and trigger provider switch on degradation', 'priority': 8}, {'goal_description': 'Create a self‑improvement backlog grooming agent that prioritizes items based on impact, effort, and resilience contribution', 'priority': 7}, {'goal_description': 'Instrument distributed tracing and structured logging to enable real‑time anomaly detection', 'priority': 7}, {'goal_description': 'Establish automated security scanning (dependency, container, API) and secret management rotation', 'priority': 6}, {'goal_description': 'Optimize resource usage via model quantization, caching, and batch inference to reduce cost and improve uptime', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_seconds': 15, 'fallback_success_rate_percent': 99.5, 'input_validation_error_rate_percent': 0.1, 'self_improvement_cycle_time_hours': 4, 'system_uptime_percent': 99.9, 'average_inference_cost_per_1k_tokens_usd': 0.002}, 'potential_risks': ['Over‑reliance on external LLM providers leading to vendor lock‑in or service disruption', 'Model drift or degradation causing quality regression despite fallback mechanisms', 'Increased system complexity introducing new failure points or bugs', 'Security vulnerabilities introduced by expanded attack surface (more endpoints, secret handling)', 'Resource exhaustion due to uncontrolled scaling or inefficient model usage'], 'source': 'llm_enriched'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 11096 memories, 17 beliefs, 954 backlog items, 4/10 sources available (local inference active)
- strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- 2026-05-02T02:33:58.328241 — 23.7s, full_moon, 11 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Perpetual Evolution Engine', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Robustness & Fault Tolerance', 'Self‑Optimization & Learning Loop', 'Observability, Monitoring & Alerting', 'Security Hardening & Privacy', 'Resource Efficiency & Cost Management'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic fallback provider selection with health‑checking and latency‑aware routing', 'priority': 9}, {'goal_description': 'Add comprehensive input validation and sanitization middleware for all API endpoints', 'priority': 9}, {'goal_description': 'Deploy automated model health metrics (availability, latency, token cost) and trigger provider switch on degradation', 'priority': 8}, {'goal_description': 'Create a self‑improvement backlog grooming agent that prioritizes items based on impact, effort, and resilience contribution', 'priority': 7}, {'goal_description': 'Instrument distributed tracing and structured logging to enable real‑time anomaly detection', 'priority': 7}, {'goal_description': 'Establish automated security scanning (dependency, container, API) and secret management rotation', 'priority': 6}, {'goal_description': 'Optimize resource usage via model quantization, caching, and batch inference to reduce cost and improve uptime', 'priority': 6}], 'key_performance_indicators': {'mean_time_to_recovery_seconds': 15, 'fallback_success_rate_percent': 99.5, 'input_validation_error_rate_percent': 0.1, 'self_improvement_cycle_time_hours': 4, 'system_uptime_percent': 99.9, 'average_inference_cost_per_1k_tokens_usd': 0.002}, 'potential_risks': ['Over‑reliance on external LLM providers leading to vendor lock‑in or service disruption', 'Model drift or degradation causing quality regression despite fallback mechanisms', 'Increased system complexity introducing new failure points or bugs', 'Security vulnerabilities introduced by expanded attack surface (more endpoints, secret handling)', 'Resource exhaustion due to uncontrolled scaling or inefficient model usage'], 'source': 'llm_enriched'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 10878 memories, 17 beliefs, 894 backlog items, 4/10 sources available (local inference active)
- mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=[n - mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=[ - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=[n - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- 2026-05-02T02:33:58.328241 — 23.7s, full_moon, 11 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient AI Provider & Input Validation Enhancement', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Fallback Mechanism', 'Input Validation & Sanitization', 'Local Model Deployment (Ollama)', 'Monitoring & Observability', 'Automated Validation Testing'], 'bdi_todo_list': [{'goal_description': 'Design and implement a provider fallback selector that switches to secondary LLM providers on failure.', 'priority': 9}, {'goal_description': 'Add comprehensive input validation middleware for all API endpoints (schema validation, sanitization, size limits).', 'priority': 9}, {'goal_description': 'Install Ollama service, pull required models (e.g., llama3, mistral), and configure local inference endpoint.', 'priority': 8}, {'goal_description': 'Integrate health‑check and latency metrics for each provider into the monitoring dashboard.', 'priority': 7}, {'goal_description': 'Create automated test suite that validates fallback behavior and input validation edge cases.', 'priority': 7}, {'goal_description': 'Document operational runbooks for provider outage and input validation incidents.', 'priority': 6}], 'key_performance_indicators': ['Provider failover latency (ms)', 'Percentage of requests blocked by input validation', 'Local model inference success rate', 'Mean time to detect provider degradation', 'Test coverage percentage for validation and fallback logic'], 'potential_risks': ['Increased complexity may introduce bugs in request routing', 'Local model deployment may strain hardware resources', 'Over‑strict validation could reject legitimate inputs', 'Dependency on external Ollama service adds operational overhead', 'Monitoring overhead could affect performance if not optimized'], 'source': 'llm_enriched'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 10608 memories, 17 beliefs, 795 backlog items, 4/10 sources available (local inference active)
- mindXagent.mindx_meta_agent (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=[ - mindx_meta_agent (mindx_improvement_selection): — priority=5 - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - blueprint_agent.blueprint_agent_mindx_v2 (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.550 top3=[n - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.600 top3=[n
- 2026-05-13T00:41:57.728653 — 23.5s, waning_crescent, 13 recommendations
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- 2026-05-02T02:33:58.328241 — 23.7s, full_moon, 11 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Resilient Core Enhancement v0.5', 'target_mindx_version_increment': '0.5.0', 'focus_areas': ['Provider Fallback & Load Balancing', 'Comprehensive Input Validation & Sanitization', 'Self-Healing & Health Monitoring', 'Persistent Configuration & State Management', 'Agent Authority & Security Hardening'], 'bdi_todo_list': [{'goal_description': 'Implement dynamic provider selection with health checks and automatic failover for LLM inference', 'priority': 9}, {'goal_description': 'Add schema-based validation and sanitization for all incoming API requests', 'priority': 9}, {'goal_description': 'Deploy health‑check endpoints and automated restart/recovery loops for core services', 'priority': 8}, {'goal_description': 'Persist mindx_config.json and agent state to a version‑controlled store to enable survivability across restarts', 'priority': 7}, {'goal_description': 'Introduce role‑based access control for agent authority list and integrate vault key management', 'priority': 8}, {'goal_description': 'Create a metrics pipeline (uptime, MTTR, validation error rate, provider switch latency) and dashboard', 'priority': 6}, {'goal_description': 'Run chaos‑engineering experiments to validate fallback and self‑healing under simulated failures', 'priority': 5}], 'key_performance_indicators': {'system_uptime_percent': 'Target >99.9%', 'mean_time_to_recovery_seconds': 'Target <30s', 'validation_error_rate_percent': 'Target <0.1%', 'provider_switch_latency_ms': 'Target <200ms', 'backlog_growth_rate_items_per_day': 'Target ≤5'}, 'potential_risks': ['Over‑complexity in fallback logic could cause cascading failures', 'Dependence on external API keys may introduce single points of failure', 'Increased validation overhead could impact latency', 'Persistent state storage may become a corruption vector if not properly backed‑up', 'Security misconfiguration in agent authority could lead to privilege escalation'], 'source': 'llm_enriched'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Chapter published: day 25/28 — The Network — waning crescent
System snapshot: 10469 memories, 17 beliefs, 756 backlog items, 4/10 sources available (local inference active)
- post_fix_smoke (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.655 top3=[ - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.655 top3=[openai/gpt-oss- - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.630 top3=[inclusionai - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.630 top3=[inclusionai - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- 2026-05-02T02:33:58.328241 — 23.7s, full_moon, 11 recommendations
- 2026-04-30T20:53:15.585905 — 33.4s, waxing_gibbous, 10 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: 10468 memories, 17 beliefs, 756 backlog items, 4/10 sources available (local inference active)
- post_fix_smoke (self_aware_model_selection): — task_class=reasoning importance=standard confidence=low chosen=nvidia/nemotron-3-super-120b-a12b:free score=0.655 top3=[ - mindx_heartbeat (self_aware_model_selection): — task_class=reasoning importance=routine confidence=low chosen=openai/gpt-oss-120b:free score=0.655 top3=[openai/gpt-oss- - strategic_evolution_agent.sea_for_mastermind (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.630 top3=[inclusionai - strategic_evolution_agent.strategic_evolution_agent (self_aware_model_selection): — task_class=planning importance=standard confidence=low chosen=inclusionai/ling-2.6-1t:free score=0.630 top3=[inclusionai - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- 2026-05-02T02:40:48.391699 — 20.9s, full_moon, 12 recommendations
- 2026-05-02T02:33:58.328241 — 23.7s, full_moon, 11 recommendations
- 2026-04-30T20:53:15.585905 — 33.4s, waxing_gibbous, 10 recommendations
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 17 beliefs, 756 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindx_meta_agent (mindx_improvement_selection): — priority=5 - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 17 beliefs, 756 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434 - mindx_meta_agent (mindx_improvement_selection): — priority=5 - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 1 succeeded — goal: {"error": "ConnectionError", "message": "Cannot connect to Ollama at http://10.0.0.155:18080"}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Chapter published: day 15/28 — Cognition — full moon
System snapshot: ? memories, 17 beliefs, 726 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=1 - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_meta_agent (mindx_improvement_selection): — priority=1 - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 17 beliefs, 726 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=1 - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_meta_agent (mindx_improvement_selection): — priority=1 - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 8 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 7 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 6 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 5 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: ? memories, 17 beliefs, 621 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_meta_agent (mindx_improvement_selection): — priority=5 - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_meta_agent (mindx_improvement_selection): — priority=1 - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 4 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 3 succeeded — goal: {"error": "ConnectionError", "message": "Cannot connect to Ollama at http://10.0.0.155:18080"}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 2 succeeded — goal: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large or server overloaded."}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 1 succeeded — goal: {"error": "TimeoutError", "message": "Request timed out after 120s. Model may be too large or server overloaded."}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Chapter published: day 14/28 — Security — full moon
System snapshot: ? memories, 17 beliefs, 525 backlog items, 4/10 sources available (local inference active)
- phase1_eval_localhost (): — Disabling BDI removes capability; pinning is brittle. Skeleton fallback maintains capability with graceful degradation. - phase1_e2e (): — Skeleton fallback maintains capability with graceful degradation; pinning is brittle, disabling removes capability. - phase1_e2e_v3 (): — Maintains capability with graceful degradation. Pinning is brittle, disabling removes capability. - verify_disabled (): — x - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 17 beliefs, 525 backlog items, 4/10 sources available (local inference active)
- phase1_eval_localhost (): — Disabling BDI removes capability; pinning is brittle. Skeleton fallback maintains capability with graceful degradation. - phase1_e2e (): — Skeleton fallback maintains capability with graceful degradation; pinning is brittle, disabling removes capability. - phase1_e2e_v3 (): — Maintains capability with graceful degradation. Pinning is brittle, disabling removes capability. - verify_disabled (): — x - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 503 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 485 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 467 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 443 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_selection): — priority=1
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 48 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 47 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 46 succeeded — goal: Improve improvement success rate, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 45 succeeded — goal: {"error": "ConnectionError", "message": "Cannot connect to Ollama at http://10.0.0.155:18080"}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: ? memories, 7 beliefs, 323 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Improvement cycle 44 succeeded — goal: {"error": "ConnectionError", "message": "Cannot connect to Ollama at http://10.0.0.155:18080"}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
Improvement cycle 43 succeeded — goal: {"error": "ConnectionError", "message": "Cannot connect to Ollama at http://10.0.0.155:18080"}, agents: strategic_evolution_agent, bdi_agent, mastermind_agent
System snapshot: ? memories, 7 beliefs, 251 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 227 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_meta_agent (mindx_improvement_selection): — priority=2
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 209 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 5 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: ? memories, 7 beliefs, 167 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_meta_agent (mindx_improvement_selection): — priority=5
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 149 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 131 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 107 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - mindx_meta_agent (mindx_improvement_selection): — priority=5
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 89 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 71 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 50 backlog items, 4/10 sources available (local inference active)
- mindx_meta_agent (mindx_improvement_selection): — priority=5 - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 29 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 11 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
System snapshot: ? memories, 7 beliefs, 11 backlog items, 4/10 sources available (local inference active)
- bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - bdi_agent_mastermind_strategy_mastermind_prime (degraded_planning): skeleton_plan — All LLM providers unavailable — generated structural skeleton - mindx_meta_agent (mindx_improvement_execution): — autonomous_improvement_loop - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- mindx.evolution.blueprint.latest: {'blueprint_title': 'Structural Blueprint (skeleton from improvement backlog)', 'target_mindx_version_increment': '0.0.1', 'focus_areas': ['system'], 'bdi_todo_list': [{'goal_description': 'Install Ollama and pull required models for local AI inference', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Implement fallback provider selection when primary LLM fails', 'priority': 7, 'target_component': 'system'}, {'goal_description': 'Implement comprehensive input validation for API requests', 'priority': 9, 'target_component': 'system'}, {'goal_description': 'Add output validation checks to ensure expected formats and data types', 'priority': 8, 'target_component': 'system'}, {'goal_description': 'Enhance model input validation with specific checks for LLM providers', 'priority': 7, 'target_component': 'system'}], 'key_performance_indicators': ['Improvement cycle completion rate', 'Agent health score'], 'potential_risks': ['Skeleton requires LLM enrichment for strategic depth'], 'source': 'skeleton'}
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
- [9] system: Implement comprehensive input validation for API requests
Chapter published: day 24/28 — Predictions — waning crescent
System snapshot: ? memories, 6 beliefs, 5 backlog items, 4/10 sources available (local inference active)
- bdi_directive_handler (bdi_agent_selection): — BDI Reasoning: Directive 'evolve' -> Belief: Task requires simple_coder -> Desire: Use best suited agent -> Intention: E - bdi_directive_handler (bdi_agent_selection): — BDI Reasoning: Directive 'evolve' -> Belief: Task requires simple_coder -> Desire: Use best suited agent -> Intention: E - bdi_directive_handler (bdi_agent_selection): — BDI Reasoning: Directive 'evolve' -> Belief: Task requires simple_coder -> Desire: Use best suited agent -> Intention: E - bdi_directive_handler (bdi_agent_selection): — BDI Reasoning: Directive 'evolve' -> Belief: Task requires simple_coder -> Desire: Use best suited agent -> Intention: E - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types
System snapshot: ? memories, 6 beliefs, 5 backlog items, 4/10 sources available (local inference active)
- bdi_directive_handler (bdi_agent_selection): — BDI Reasoning: Directive 'evolve' -> Belief: Task requires simple_coder -> Desire: Use best suited agent -> Intention: E - bdi_directive_handler (bdi_agent_selection): — BDI Reasoning: Directive 'evolve' -> Belief: Task requires simple_coder -> Desire: Use best suited agent -> Intention: E - bdi_directive_handler (bdi_agent_selection): — BDI Reasoning: Directive 'evolve' -> Belief: Task requires simple_coder -> Desire: Use best suited agent -> Intention: E - bdi_directive_handler (bdi_agent_selection): — BDI Reasoning: Directive 'evolve' -> Belief: Task requires simple_coder -> Desire: Use best suited agent -> Intention: E - startup_agent (startup_ollama_bootstrap): — Ollama reachable at http://localhost:11434
- [9] validation.input_validator: Implement comprehensive input validation for API requests
- [8] llm.ollama_handler: Install Ollama and pull required models for local AI inference
- [8] validation.output_validator: Add output validation checks to ensure expected formats and data types